Upload folder using huggingface_hub
Browse files- README.md +120 -0
- config.json +30 -0
- mergekit_moe_config.yml +72 -0
- model-00001-of-00021.safetensors +3 -0
- model-00002-of-00021.safetensors +3 -0
- model-00003-of-00021.safetensors +3 -0
- model-00004-of-00021.safetensors +3 -0
- model-00005-of-00021.safetensors +3 -0
- model-00006-of-00021.safetensors +3 -0
- model-00007-of-00021.safetensors +3 -0
- model-00008-of-00021.safetensors +3 -0
- model-00009-of-00021.safetensors +3 -0
- model-00010-of-00021.safetensors +3 -0
- model-00011-of-00021.safetensors +3 -0
- model-00012-of-00021.safetensors +3 -0
- model-00013-of-00021.safetensors +3 -0
- model-00014-of-00021.safetensors +3 -0
- model-00015-of-00021.safetensors +3 -0
- model-00016-of-00021.safetensors +3 -0
- model-00017-of-00021.safetensors +3 -0
- model-00018-of-00021.safetensors +3 -0
- model-00019-of-00021.safetensors +3 -0
- model-00020-of-00021.safetensors +3 -0
- model-00021-of-00021.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +29 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +49 -0
README.md
ADDED
@@ -0,0 +1,120 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
tags:
|
4 |
+
- moe
|
5 |
+
- merge
|
6 |
+
- mergekit
|
7 |
+
- lazymergekit
|
8 |
+
- mlabonne/NeuralBeagle14-7B
|
9 |
+
- AdaptLLM/finance-chat
|
10 |
+
- AdaptLLM/medicine-chat
|
11 |
+
- AdaptLLM/law-chat
|
12 |
+
---
|
13 |
+
|
14 |
+
# AdaptLLM-4x7B-MoE
|
15 |
+
|
16 |
+
AdaptLLM-4x7B-MoE is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
|
17 |
+
* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
|
18 |
+
* [AdaptLLM/finance-chat](https://huggingface.co/AdaptLLM/finance-chat)
|
19 |
+
* [AdaptLLM/medicine-chat](https://huggingface.co/AdaptLLM/medicine-chat)
|
20 |
+
* [AdaptLLM/law-chat](https://huggingface.co/AdaptLLM/law-chat)
|
21 |
+
|
22 |
+
## 🧩 Configuration
|
23 |
+
|
24 |
+
```yaml
|
25 |
+
base_model: mlabonne/NeuralBeagle14-7B
|
26 |
+
experts:
|
27 |
+
- source_model: mlabonne/NeuralBeagle14-7B
|
28 |
+
positive_prompts:
|
29 |
+
- "chat"
|
30 |
+
- "assistant"
|
31 |
+
- "tell me"
|
32 |
+
- "explain"
|
33 |
+
- "storywriting"
|
34 |
+
- "write"
|
35 |
+
- "scene"
|
36 |
+
- "story"
|
37 |
+
- "character"
|
38 |
+
- "instruct"
|
39 |
+
- "summarize"
|
40 |
+
- "count"
|
41 |
+
|
42 |
+
- source_model: AdaptLLM/finance-chat
|
43 |
+
positive_prompts:
|
44 |
+
- "personal finance"
|
45 |
+
- "budgeting"
|
46 |
+
- "investing"
|
47 |
+
- "retirement planning"
|
48 |
+
- "debt management"
|
49 |
+
- "financial education"
|
50 |
+
- "consumer protection"
|
51 |
+
- "financial"
|
52 |
+
- "money"
|
53 |
+
- "investment"
|
54 |
+
- "banking"
|
55 |
+
- "stock"
|
56 |
+
- "bond"
|
57 |
+
- "portfolio"
|
58 |
+
- "risk"
|
59 |
+
- "return"
|
60 |
+
|
61 |
+
- source_model: AdaptLLM/medicine-chat
|
62 |
+
positive_prompts:
|
63 |
+
- "diagnose"
|
64 |
+
- "treat"
|
65 |
+
- "disease"
|
66 |
+
- "symptom"
|
67 |
+
- "medication"
|
68 |
+
- "anatomy"
|
69 |
+
- "physiology"
|
70 |
+
- "pharmacology"
|
71 |
+
- "clinical trial"
|
72 |
+
- "medical research"
|
73 |
+
|
74 |
+
- source_model: AdaptLLM/law-chat
|
75 |
+
positive_prompts:
|
76 |
+
- "law"
|
77 |
+
- "legal"
|
78 |
+
- "attorney"
|
79 |
+
- "lawyer"
|
80 |
+
- "court"
|
81 |
+
- "contract"
|
82 |
+
- "criminal"
|
83 |
+
- "evidence"
|
84 |
+
- "procedure"
|
85 |
+
- "contracts"
|
86 |
+
- "mergers & acquisitions"
|
87 |
+
- "corporate governance"
|
88 |
+
- "intellectual property"
|
89 |
+
- "employment law"
|
90 |
+
- "international trade"
|
91 |
+
- "competition law"
|
92 |
+
- "antitrust"
|
93 |
+
- "litigation"
|
94 |
+
- "arbitration"
|
95 |
+
- "mediation"
|
96 |
+
```
|
97 |
+
|
98 |
+
## 💻 Usage
|
99 |
+
|
100 |
+
```python
|
101 |
+
!pip install -qU transformers bitsandbytes accelerate
|
102 |
+
|
103 |
+
from transformers import AutoTokenizer
|
104 |
+
import transformers
|
105 |
+
import torch
|
106 |
+
|
107 |
+
model = "Isotonic/AdaptLLM-4x7B-MoE"
|
108 |
+
|
109 |
+
tokenizer = AutoTokenizer.from_pretrained(model)
|
110 |
+
pipeline = transformers.pipeline(
|
111 |
+
"text-generation",
|
112 |
+
model=model,
|
113 |
+
model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True},
|
114 |
+
)
|
115 |
+
|
116 |
+
messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}]
|
117 |
+
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
|
118 |
+
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
|
119 |
+
print(outputs[0]["generated_text"])
|
120 |
+
```
|
config.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "mlabonne/NeuralBeagle14-7B",
|
3 |
+
"architectures": [
|
4 |
+
"MixtralForCausalLM"
|
5 |
+
],
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"hidden_act": "silu",
|
10 |
+
"hidden_size": 4096,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 14336,
|
13 |
+
"max_position_embeddings": 32768,
|
14 |
+
"model_type": "mixtral",
|
15 |
+
"num_attention_heads": 32,
|
16 |
+
"num_experts_per_tok": 2,
|
17 |
+
"num_hidden_layers": 32,
|
18 |
+
"num_key_value_heads": 8,
|
19 |
+
"num_local_experts": 4,
|
20 |
+
"output_router_logits": false,
|
21 |
+
"rms_norm_eps": 1e-05,
|
22 |
+
"rope_theta": 10000.0,
|
23 |
+
"router_aux_loss_coef": 0.001,
|
24 |
+
"sliding_window": null,
|
25 |
+
"tie_word_embeddings": false,
|
26 |
+
"torch_dtype": "float16",
|
27 |
+
"transformers_version": "4.37.2",
|
28 |
+
"use_cache": false,
|
29 |
+
"vocab_size": 32000
|
30 |
+
}
|
mergekit_moe_config.yml
ADDED
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
base_model: mlabonne/NeuralBeagle14-7B
|
3 |
+
experts:
|
4 |
+
- source_model: mlabonne/NeuralBeagle14-7B
|
5 |
+
positive_prompts:
|
6 |
+
- "chat"
|
7 |
+
- "assistant"
|
8 |
+
- "tell me"
|
9 |
+
- "explain"
|
10 |
+
- "storywriting"
|
11 |
+
- "write"
|
12 |
+
- "scene"
|
13 |
+
- "story"
|
14 |
+
- "character"
|
15 |
+
- "instruct"
|
16 |
+
- "summarize"
|
17 |
+
- "count"
|
18 |
+
|
19 |
+
- source_model: AdaptLLM/finance-chat
|
20 |
+
positive_prompts:
|
21 |
+
- "personal finance"
|
22 |
+
- "budgeting"
|
23 |
+
- "investing"
|
24 |
+
- "retirement planning"
|
25 |
+
- "debt management"
|
26 |
+
- "financial education"
|
27 |
+
- "consumer protection"
|
28 |
+
- "financial"
|
29 |
+
- "money"
|
30 |
+
- "investment"
|
31 |
+
- "banking"
|
32 |
+
- "stock"
|
33 |
+
- "bond"
|
34 |
+
- "portfolio"
|
35 |
+
- "risk"
|
36 |
+
- "return"
|
37 |
+
|
38 |
+
- source_model: AdaptLLM/medicine-chat
|
39 |
+
positive_prompts:
|
40 |
+
- "diagnose"
|
41 |
+
- "treat"
|
42 |
+
- "disease"
|
43 |
+
- "symptom"
|
44 |
+
- "medication"
|
45 |
+
- "anatomy"
|
46 |
+
- "physiology"
|
47 |
+
- "pharmacology"
|
48 |
+
- "clinical trial"
|
49 |
+
- "medical research"
|
50 |
+
|
51 |
+
- source_model: AdaptLLM/law-chat
|
52 |
+
positive_prompts:
|
53 |
+
- "law"
|
54 |
+
- "legal"
|
55 |
+
- "attorney"
|
56 |
+
- "lawyer"
|
57 |
+
- "court"
|
58 |
+
- "contract"
|
59 |
+
- "criminal"
|
60 |
+
- "evidence"
|
61 |
+
- "procedure"
|
62 |
+
- "contracts"
|
63 |
+
- "mergers & acquisitions"
|
64 |
+
- "corporate governance"
|
65 |
+
- "intellectual property"
|
66 |
+
- "employment law"
|
67 |
+
- "international trade"
|
68 |
+
- "competition law"
|
69 |
+
- "antitrust"
|
70 |
+
- "litigation"
|
71 |
+
- "arbitration"
|
72 |
+
- "mediation"
|
model-00001-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b5ba582d1516d603a29571ad28f4768296502b76ffa8016b662a8b3121197c5b
|
3 |
+
size 1986279080
|
model-00002-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4286cc7de1f790fce5d0d2dcbe03cd05df29544a6718e1c5d7fa6dcd75e2da0a
|
3 |
+
size 1939868216
|
model-00003-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3346a332112cdf2489f7bed5ddd7e30f1933dbac5dbd5018f3daec0720c9ae3
|
3 |
+
size 1939868232
|
model-00004-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:316492b223de3c66c01892b008fa7ceebde8f79a27deabea54893b1d97613f83
|
3 |
+
size 1939868232
|
model-00005-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:357fb21e64700f2105d023f51018dfefa39bc4bc1356ca626008cd90d11e3e61
|
3 |
+
size 1939868232
|
model-00006-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d31c7a2a685eee2b34ce02e3bd606db55014ce4ca6205e46c136302c06c9988c
|
3 |
+
size 1939868232
|
model-00007-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2bfd837c4f9593df05d80b81322e0ea71c313a6b3d71e496a6580226f32b0756
|
3 |
+
size 1939868224
|
model-00008-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8306d8643dde4f70d4e7112a0979ceae150b561f80623584715b1b69e840004e
|
3 |
+
size 1939868216
|
model-00009-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4bfb2876af3271bd7c0a41a4b996b5e10f8d0d5efed48fe0251b018c9a95211a
|
3 |
+
size 1939868224
|
model-00010-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:430a35cd2bb8ba308050640ace1b511a7c9620b59b5259bee3d34ffb44a8c5d1
|
3 |
+
size 1939868232
|
model-00011-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:37ee7e1ad809e9ed1a69c2a2a30f48147d1f1174540d8baac1c68f3a2c5143c2
|
3 |
+
size 1939868232
|
model-00012-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9a9e774d982455b933f73c451fc56fb57b1f9399d464b966f12cc380c27639c9
|
3 |
+
size 1939868232
|
model-00013-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:657fe0edeb679892b2c76fd991659cfc3bf0764bccaefb0620c9c9e2912050d6
|
3 |
+
size 1939868232
|
model-00014-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8b2e236f7da6bf50f4e1ab27a724b881e7270b925172cb9a9ceca43a4d8894c0
|
3 |
+
size 1939868216
|
model-00015-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9b47b20f4ad3bb2de87b3c807e449591128763f91d1efb798fa3c7d3a7d6f3ac
|
3 |
+
size 1939868216
|
model-00016-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0cd1898817f7c94110aba3609837867ba051b7af30a030975d6311808054fb95
|
3 |
+
size 1939868232
|
model-00017-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b0094bf42f64438bc17caa28d94b7580c823e76ead3f1ff61af72caee328b702
|
3 |
+
size 1939868232
|
model-00018-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ecab74f865069e5edb16a874e605e861912996ed134e57542381e2ecca92f67e
|
3 |
+
size 1939868232
|
model-00019-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a49e7d0fbb0ad78b1f7a5c9d2a2745a8e0393bfa0cbab3f00932f97656c7fb2c
|
3 |
+
size 1939868232
|
model-00020-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bcd93081e8913c3ed9b4616ed197ebedb93d4170290bf58f5dd026ad2deef847
|
3 |
+
size 1998857456
|
model-00021-of-00021.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:be352efb1f43a776a78c1cca4a01c52df2a946fb215bfbb6892e05145ca116de
|
3 |
+
size 1552955096
|
model.safetensors.index.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"metadata": {"mergekit_version": "0.0.4"}, "weight_map": {"model.embed_tokens.weight": "model-00001-of-00021.safetensors", "model.norm.weight": "model-00001-of-00021.safetensors", "lm_head.weight": "model-00001-of-00021.safetensors", "model.layers.0.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.1.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.2.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.3.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.4.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.5.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.6.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.7.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.8.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.9.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.10.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.11.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.12.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.13.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.14.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.15.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.16.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.17.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.18.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.19.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.20.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.21.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.22.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.23.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.24.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.25.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.26.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.27.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.28.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.29.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.30.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.31.input_layernorm.weight": "model-00001-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.0.w3.weight": "model-00001-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.1.w3.weight": "model-00001-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.2.w3.weight": "model-00001-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.3.w3.weight": "model-00001-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.0.w3.weight": "model-00001-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.1.w3.weight": "model-00001-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.2.w3.weight": "model-00001-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.3.w3.weight": "model-00001-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.0.w3.weight": "model-00001-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.1.w3.weight": "model-00001-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.2.w3.weight": "model-00001-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.3.w3.weight": "model-00001-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.0.w3.weight": "model-00001-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.1.w3.weight": "model-00001-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.2.w3.weight": "model-00001-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.3.w3.weight": "model-00002-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.0.w3.weight": "model-00002-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.1.w3.weight": "model-00002-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.2.w3.weight": "model-00002-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.3.w3.weight": "model-00002-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.0.w3.weight": "model-00002-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.1.w3.weight": "model-00002-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.2.w3.weight": "model-00002-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.3.w3.weight": "model-00002-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.0.w3.weight": "model-00002-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.1.w3.weight": "model-00002-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.2.w3.weight": "model-00002-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.3.w3.weight": "model-00002-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.0.w3.weight": "model-00002-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.1.w3.weight": "model-00002-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.2.w3.weight": "model-00002-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.3.w3.weight": "model-00002-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.0.w3.weight": "model-00002-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.1.w3.weight": "model-00002-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.2.w3.weight": "model-00002-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.3.w3.weight": "model-00003-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.0.w3.weight": "model-00003-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.1.w3.weight": "model-00003-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.2.w3.weight": "model-00003-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.3.w3.weight": "model-00003-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.0.w3.weight": "model-00003-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.1.w3.weight": "model-00003-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.2.w3.weight": "model-00003-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.3.w3.weight": "model-00003-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.0.w3.weight": "model-00003-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.1.w3.weight": "model-00003-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.2.w3.weight": "model-00003-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.3.w3.weight": "model-00003-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.0.w3.weight": "model-00003-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.1.w3.weight": "model-00003-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.2.w3.weight": "model-00003-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.3.w3.weight": "model-00003-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.0.w3.weight": "model-00003-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.1.w3.weight": "model-00003-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.2.w3.weight": "model-00003-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.3.w3.weight": "model-00004-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.0.w3.weight": "model-00004-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.1.w3.weight": "model-00004-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.2.w3.weight": "model-00004-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.3.w3.weight": "model-00004-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.0.w3.weight": "model-00004-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.1.w3.weight": "model-00004-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.2.w3.weight": "model-00004-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.3.w3.weight": "model-00004-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.0.w3.weight": "model-00004-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.1.w3.weight": "model-00004-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.2.w3.weight": "model-00004-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.3.w3.weight": "model-00004-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.0.w3.weight": "model-00004-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.1.w3.weight": "model-00004-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.2.w3.weight": "model-00004-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.3.w3.weight": "model-00004-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.0.w3.weight": "model-00004-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.1.w3.weight": "model-00004-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.2.w3.weight": "model-00004-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.3.w3.weight": "model-00005-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.0.w3.weight": "model-00005-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.1.w3.weight": "model-00005-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.2.w3.weight": "model-00005-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.3.w3.weight": "model-00005-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.0.w3.weight": "model-00005-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.1.w3.weight": "model-00005-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.2.w3.weight": "model-00005-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.3.w3.weight": "model-00005-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.0.w3.weight": "model-00005-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.1.w3.weight": "model-00005-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.2.w3.weight": "model-00005-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.3.w3.weight": "model-00005-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.0.w3.weight": "model-00005-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.1.w3.weight": "model-00005-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.2.w3.weight": "model-00005-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.3.w3.weight": "model-00005-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.0.w3.weight": "model-00005-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.1.w3.weight": "model-00005-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.2.w3.weight": "model-00005-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.3.w3.weight": "model-00006-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.0.w3.weight": "model-00006-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.1.w3.weight": "model-00006-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.2.w3.weight": "model-00006-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.3.w3.weight": "model-00006-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.0.w3.weight": "model-00006-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.1.w3.weight": "model-00006-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.2.w3.weight": "model-00006-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.3.w3.weight": "model-00006-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.0.w3.weight": "model-00006-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.1.w3.weight": "model-00006-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.2.w3.weight": "model-00006-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.3.w3.weight": "model-00006-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.0.w3.weight": "model-00006-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.1.w3.weight": "model-00006-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.2.w3.weight": "model-00006-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.3.w3.weight": "model-00006-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.0.w3.weight": "model-00006-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.1.w3.weight": "model-00006-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.2.w3.weight": "model-00006-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.3.w3.weight": "model-00007-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.0.w3.weight": "model-00007-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.1.w3.weight": "model-00007-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.2.w3.weight": "model-00007-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.3.w3.weight": "model-00007-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.0.w3.weight": "model-00007-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.1.w3.weight": "model-00007-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.2.w3.weight": "model-00007-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.3.w3.weight": "model-00007-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.0.w3.weight": "model-00007-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.1.w3.weight": "model-00007-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.2.w3.weight": "model-00007-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.3.w3.weight": "model-00007-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.0.w2.weight": "model-00007-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.1.w2.weight": "model-00007-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.2.w2.weight": "model-00007-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.3.w2.weight": "model-00007-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.0.w2.weight": "model-00007-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.1.w2.weight": "model-00007-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.2.w2.weight": "model-00007-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.3.w2.weight": "model-00008-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.0.w2.weight": "model-00008-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.1.w2.weight": "model-00008-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.2.w2.weight": "model-00008-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.3.w2.weight": "model-00008-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.0.w2.weight": "model-00008-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.1.w2.weight": "model-00008-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.2.w2.weight": "model-00008-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.3.w2.weight": "model-00008-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.0.w2.weight": "model-00008-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.1.w2.weight": "model-00008-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.2.w2.weight": "model-00008-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.3.w2.weight": "model-00008-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.0.w2.weight": "model-00008-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.1.w2.weight": "model-00008-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.2.w2.weight": "model-00008-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.3.w2.weight": "model-00008-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.0.w2.weight": "model-00008-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.1.w2.weight": "model-00008-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.2.w2.weight": "model-00008-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.3.w2.weight": "model-00009-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.0.w2.weight": "model-00009-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.1.w2.weight": "model-00009-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.2.w2.weight": "model-00009-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.3.w2.weight": "model-00009-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.0.w2.weight": "model-00009-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.1.w2.weight": "model-00009-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.2.w2.weight": "model-00009-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.3.w2.weight": "model-00009-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.0.w2.weight": "model-00009-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.1.w2.weight": "model-00009-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.2.w2.weight": "model-00009-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.3.w2.weight": "model-00009-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.0.w2.weight": "model-00009-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.1.w2.weight": "model-00009-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.2.w2.weight": "model-00009-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.3.w2.weight": "model-00009-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.0.w2.weight": "model-00009-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.1.w2.weight": "model-00009-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.2.w2.weight": "model-00009-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.3.w2.weight": "model-00010-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.0.w2.weight": "model-00010-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.1.w2.weight": "model-00010-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.2.w2.weight": "model-00010-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.3.w2.weight": "model-00010-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.0.w2.weight": "model-00010-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.1.w2.weight": "model-00010-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.2.w2.weight": "model-00010-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.3.w2.weight": "model-00010-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.0.w2.weight": "model-00010-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.1.w2.weight": "model-00010-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.2.w2.weight": "model-00010-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.3.w2.weight": "model-00010-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.0.w2.weight": "model-00010-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.1.w2.weight": "model-00010-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.2.w2.weight": "model-00010-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.3.w2.weight": "model-00010-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.0.w2.weight": "model-00010-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.1.w2.weight": "model-00010-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.2.w2.weight": "model-00010-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.3.w2.weight": "model-00011-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.0.w2.weight": "model-00011-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.1.w2.weight": "model-00011-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.2.w2.weight": "model-00011-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.3.w2.weight": "model-00011-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.0.w2.weight": "model-00011-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.1.w2.weight": "model-00011-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.2.w2.weight": "model-00011-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.3.w2.weight": "model-00011-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.0.w2.weight": "model-00011-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.1.w2.weight": "model-00011-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.2.w2.weight": "model-00011-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.3.w2.weight": "model-00011-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.0.w2.weight": "model-00011-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.1.w2.weight": "model-00011-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.2.w2.weight": "model-00011-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.3.w2.weight": "model-00011-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.0.w2.weight": "model-00011-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.1.w2.weight": "model-00011-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.2.w2.weight": "model-00011-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.3.w2.weight": "model-00012-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.0.w2.weight": "model-00012-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.1.w2.weight": "model-00012-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.2.w2.weight": "model-00012-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.3.w2.weight": "model-00012-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.0.w2.weight": "model-00012-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.1.w2.weight": "model-00012-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.2.w2.weight": "model-00012-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.3.w2.weight": "model-00012-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.0.w2.weight": "model-00012-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.1.w2.weight": "model-00012-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.2.w2.weight": "model-00012-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.3.w2.weight": "model-00012-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.0.w2.weight": "model-00012-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.1.w2.weight": "model-00012-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.2.w2.weight": "model-00012-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.3.w2.weight": "model-00012-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.0.w2.weight": "model-00012-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.1.w2.weight": "model-00012-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.2.w2.weight": "model-00012-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.3.w2.weight": "model-00013-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.0.w2.weight": "model-00013-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.1.w2.weight": "model-00013-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.2.w2.weight": "model-00013-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.3.w2.weight": "model-00013-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.0.w2.weight": "model-00013-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.1.w2.weight": "model-00013-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.2.w2.weight": "model-00013-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.3.w2.weight": "model-00013-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.0.w2.weight": "model-00013-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.1.w2.weight": "model-00013-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.2.w2.weight": "model-00013-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.3.w2.weight": "model-00013-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.0.w2.weight": "model-00013-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.1.w2.weight": "model-00013-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.2.w2.weight": "model-00013-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.3.w2.weight": "model-00013-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.0.w2.weight": "model-00013-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.1.w2.weight": "model-00013-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.2.w2.weight": "model-00013-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.3.w2.weight": "model-00014-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.0.w1.weight": "model-00014-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.1.w1.weight": "model-00014-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.2.w1.weight": "model-00014-of-00021.safetensors", "model.layers.0.block_sparse_moe.experts.3.w1.weight": "model-00014-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.0.w1.weight": "model-00014-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.1.w1.weight": "model-00014-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.2.w1.weight": "model-00014-of-00021.safetensors", "model.layers.1.block_sparse_moe.experts.3.w1.weight": "model-00014-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.0.w1.weight": "model-00014-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.1.w1.weight": "model-00014-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.2.w1.weight": "model-00014-of-00021.safetensors", "model.layers.2.block_sparse_moe.experts.3.w1.weight": "model-00014-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.0.w1.weight": "model-00014-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.1.w1.weight": "model-00014-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.2.w1.weight": "model-00014-of-00021.safetensors", "model.layers.3.block_sparse_moe.experts.3.w1.weight": "model-00014-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.0.w1.weight": "model-00014-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.1.w1.weight": "model-00014-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.2.w1.weight": "model-00014-of-00021.safetensors", "model.layers.4.block_sparse_moe.experts.3.w1.weight": "model-00015-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.0.w1.weight": "model-00015-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.1.w1.weight": "model-00015-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.2.w1.weight": "model-00015-of-00021.safetensors", "model.layers.5.block_sparse_moe.experts.3.w1.weight": "model-00015-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.0.w1.weight": "model-00015-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.1.w1.weight": "model-00015-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.2.w1.weight": "model-00015-of-00021.safetensors", "model.layers.6.block_sparse_moe.experts.3.w1.weight": "model-00015-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.0.w1.weight": "model-00015-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.1.w1.weight": "model-00015-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.2.w1.weight": "model-00015-of-00021.safetensors", "model.layers.7.block_sparse_moe.experts.3.w1.weight": "model-00015-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.0.w1.weight": "model-00015-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.1.w1.weight": "model-00015-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.2.w1.weight": "model-00015-of-00021.safetensors", "model.layers.8.block_sparse_moe.experts.3.w1.weight": "model-00015-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.0.w1.weight": "model-00015-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.1.w1.weight": "model-00015-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.2.w1.weight": "model-00015-of-00021.safetensors", "model.layers.9.block_sparse_moe.experts.3.w1.weight": "model-00016-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.0.w1.weight": "model-00016-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.1.w1.weight": "model-00016-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.2.w1.weight": "model-00016-of-00021.safetensors", "model.layers.10.block_sparse_moe.experts.3.w1.weight": "model-00016-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.0.w1.weight": "model-00016-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.1.w1.weight": "model-00016-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.2.w1.weight": "model-00016-of-00021.safetensors", "model.layers.11.block_sparse_moe.experts.3.w1.weight": "model-00016-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.0.w1.weight": "model-00016-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.1.w1.weight": "model-00016-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.2.w1.weight": "model-00016-of-00021.safetensors", "model.layers.12.block_sparse_moe.experts.3.w1.weight": "model-00016-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.0.w1.weight": "model-00016-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.1.w1.weight": "model-00016-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.2.w1.weight": "model-00016-of-00021.safetensors", "model.layers.13.block_sparse_moe.experts.3.w1.weight": "model-00016-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.0.w1.weight": "model-00016-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.1.w1.weight": "model-00016-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.2.w1.weight": "model-00016-of-00021.safetensors", "model.layers.14.block_sparse_moe.experts.3.w1.weight": "model-00017-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.0.w1.weight": "model-00017-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.1.w1.weight": "model-00017-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.2.w1.weight": "model-00017-of-00021.safetensors", "model.layers.15.block_sparse_moe.experts.3.w1.weight": "model-00017-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.0.w1.weight": "model-00017-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.1.w1.weight": "model-00017-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.2.w1.weight": "model-00017-of-00021.safetensors", "model.layers.16.block_sparse_moe.experts.3.w1.weight": "model-00017-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.0.w1.weight": "model-00017-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.1.w1.weight": "model-00017-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.2.w1.weight": "model-00017-of-00021.safetensors", "model.layers.17.block_sparse_moe.experts.3.w1.weight": "model-00017-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.0.w1.weight": "model-00017-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.1.w1.weight": "model-00017-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.2.w1.weight": "model-00017-of-00021.safetensors", "model.layers.18.block_sparse_moe.experts.3.w1.weight": "model-00017-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.0.w1.weight": "model-00017-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.1.w1.weight": "model-00017-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.2.w1.weight": "model-00017-of-00021.safetensors", "model.layers.19.block_sparse_moe.experts.3.w1.weight": "model-00018-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.0.w1.weight": "model-00018-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.1.w1.weight": "model-00018-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.2.w1.weight": "model-00018-of-00021.safetensors", "model.layers.20.block_sparse_moe.experts.3.w1.weight": "model-00018-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.0.w1.weight": "model-00018-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.1.w1.weight": "model-00018-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.2.w1.weight": "model-00018-of-00021.safetensors", "model.layers.21.block_sparse_moe.experts.3.w1.weight": "model-00018-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.0.w1.weight": "model-00018-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.1.w1.weight": "model-00018-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.2.w1.weight": "model-00018-of-00021.safetensors", "model.layers.22.block_sparse_moe.experts.3.w1.weight": "model-00018-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.0.w1.weight": "model-00018-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.1.w1.weight": "model-00018-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.2.w1.weight": "model-00018-of-00021.safetensors", "model.layers.23.block_sparse_moe.experts.3.w1.weight": "model-00018-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.0.w1.weight": "model-00018-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.1.w1.weight": "model-00018-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.2.w1.weight": "model-00018-of-00021.safetensors", "model.layers.24.block_sparse_moe.experts.3.w1.weight": "model-00019-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.0.w1.weight": "model-00019-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.1.w1.weight": "model-00019-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.2.w1.weight": "model-00019-of-00021.safetensors", "model.layers.25.block_sparse_moe.experts.3.w1.weight": "model-00019-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.0.w1.weight": "model-00019-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.1.w1.weight": "model-00019-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.2.w1.weight": "model-00019-of-00021.safetensors", "model.layers.26.block_sparse_moe.experts.3.w1.weight": "model-00019-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.0.w1.weight": "model-00019-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.1.w1.weight": "model-00019-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.2.w1.weight": "model-00019-of-00021.safetensors", "model.layers.27.block_sparse_moe.experts.3.w1.weight": "model-00019-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.0.w1.weight": "model-00019-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.1.w1.weight": "model-00019-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.2.w1.weight": "model-00019-of-00021.safetensors", "model.layers.28.block_sparse_moe.experts.3.w1.weight": "model-00019-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.0.w1.weight": "model-00019-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.1.w1.weight": "model-00019-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.2.w1.weight": "model-00019-of-00021.safetensors", "model.layers.29.block_sparse_moe.experts.3.w1.weight": "model-00020-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.0.w1.weight": "model-00020-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.1.w1.weight": "model-00020-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.2.w1.weight": "model-00020-of-00021.safetensors", "model.layers.30.block_sparse_moe.experts.3.w1.weight": "model-00020-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.0.w1.weight": "model-00020-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.1.w1.weight": "model-00020-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.2.w1.weight": "model-00020-of-00021.safetensors", "model.layers.31.block_sparse_moe.experts.3.w1.weight": "model-00020-of-00021.safetensors", "model.layers.0.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.1.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.2.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.3.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.4.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.5.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.6.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.7.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.8.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.9.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.10.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.11.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.12.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.13.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.14.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.15.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.16.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.17.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.18.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.19.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.20.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.21.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.22.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.23.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.24.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.25.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.26.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.27.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.28.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.29.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.30.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.31.post_attention_layernorm.weight": "model-00020-of-00021.safetensors", "model.layers.0.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.1.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.2.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.3.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.4.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.5.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.6.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.7.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.8.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.9.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.10.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.11.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.12.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.13.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.14.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.15.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.16.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.17.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.18.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.19.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.20.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.21.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.22.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.23.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.24.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.25.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.26.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.27.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.28.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.29.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.30.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.31.self_attn.q_proj.weight": "model-00020-of-00021.safetensors", "model.layers.0.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.1.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.2.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.3.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.4.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.5.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.6.self_attn.k_proj.weight": "model-00020-of-00021.safetensors", "model.layers.7.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.8.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.9.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.10.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.11.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.12.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.13.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.14.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.15.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.16.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.17.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.18.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.19.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.20.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.21.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.22.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.23.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.24.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.25.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.26.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.27.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.28.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.29.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.30.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.31.self_attn.k_proj.weight": "model-00021-of-00021.safetensors", "model.layers.0.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.1.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.2.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.3.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.4.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.5.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.6.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.7.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.8.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.9.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.10.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.11.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.12.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.13.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.14.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.15.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.16.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.17.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.18.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.19.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.20.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.21.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.22.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.23.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.24.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.25.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.26.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.27.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.28.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.29.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.30.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.31.self_attn.v_proj.weight": "model-00021-of-00021.safetensors", "model.layers.0.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.1.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.2.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.3.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.4.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.5.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.6.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.7.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.8.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.9.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.10.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.11.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.12.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.13.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.14.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.15.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.16.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.17.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.18.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.19.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.20.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.21.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.22.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.23.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.24.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.25.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.26.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.27.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.28.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.29.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.30.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.31.self_attn.o_proj.weight": "model-00021-of-00021.safetensors", "model.layers.0.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.1.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.2.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.3.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.4.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.5.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.6.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.7.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.8.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.9.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.10.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.11.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.12.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.13.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.14.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.15.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.16.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.17.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.18.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.19.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.20.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.21.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.22.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.23.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.24.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.25.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.26.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.27.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.28.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.29.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.30.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors", "model.layers.31.block_sparse_moe.gate.weight": "model-00021-of-00021.safetensors"}}
|
special_tokens_map.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<unk>",
|
4 |
+
"<s>",
|
5 |
+
"</s>"
|
6 |
+
],
|
7 |
+
"bos_token": {
|
8 |
+
"content": "<s>",
|
9 |
+
"lstrip": false,
|
10 |
+
"normalized": false,
|
11 |
+
"rstrip": false,
|
12 |
+
"single_word": false
|
13 |
+
},
|
14 |
+
"eos_token": {
|
15 |
+
"content": "</s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": false,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false
|
20 |
+
},
|
21 |
+
"pad_token": "<s>",
|
22 |
+
"unk_token": {
|
23 |
+
"content": "<unk>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": false,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false
|
28 |
+
}
|
29 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
|
3 |
+
size 493443
|
tokenizer_config.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"0": {
|
6 |
+
"content": "<unk>",
|
7 |
+
"lstrip": false,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false,
|
11 |
+
"special": true
|
12 |
+
},
|
13 |
+
"1": {
|
14 |
+
"content": "<s>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"2": {
|
22 |
+
"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"additional_special_tokens": [
|
31 |
+
"<unk>",
|
32 |
+
"<s>",
|
33 |
+
"</s>"
|
34 |
+
],
|
35 |
+
"bos_token": "<s>",
|
36 |
+
"chat_template": "{% for message in messages %}{{bos_token + message['role'] + '\n' + message['content'] + eos_token + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ bos_token + 'assistant\n' }}{% endif %}",
|
37 |
+
"clean_up_tokenization_spaces": false,
|
38 |
+
"eos_token": "</s>",
|
39 |
+
"legacy": true,
|
40 |
+
"model_max_length": 8192,
|
41 |
+
"pad_token": "<s>",
|
42 |
+
"padding_side": "left",
|
43 |
+
"sp_model_kwargs": {},
|
44 |
+
"spaces_between_special_tokens": false,
|
45 |
+
"split_special_tokens": false,
|
46 |
+
"tokenizer_class": "LlamaTokenizer",
|
47 |
+
"unk_token": "<unk>",
|
48 |
+
"use_default_system_prompt": true
|
49 |
+
}
|