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- README.md +87 -3
- added_tokens.json +102 -0
- all_results.json +29 -0
- checkpoint-115/added_tokens.json +102 -0
- checkpoint-115/config.json +32 -0
- checkpoint-115/generation_config.json +6 -0
- checkpoint-115/model.safetensors +3 -0
- checkpoint-115/special_tokens_map.json +132 -0
- checkpoint-115/tokenizer.json +0 -0
- checkpoint-115/tokenizer.model +3 -0
- checkpoint-115/tokenizer_config.json +952 -0
- checkpoint-115/trainer_state.json +207 -0
- checkpoint-115/training_args.bin +3 -0
- checkpoint-230/added_tokens.json +102 -0
- checkpoint-230/config.json +32 -0
- checkpoint-230/generation_config.json +6 -0
- checkpoint-230/model.safetensors +3 -0
- checkpoint-230/special_tokens_map.json +132 -0
- checkpoint-230/tokenizer.json +0 -0
- checkpoint-230/tokenizer.model +3 -0
- checkpoint-230/tokenizer_config.json +952 -0
- checkpoint-230/trainer_state.json +381 -0
- checkpoint-230/training_args.bin +3 -0
- checkpoint-345/added_tokens.json +102 -0
- checkpoint-345/config.json +32 -0
- checkpoint-345/generation_config.json +6 -0
- checkpoint-345/model.safetensors +3 -0
- checkpoint-345/special_tokens_map.json +132 -0
- checkpoint-345/tokenizer.json +0 -0
- checkpoint-345/tokenizer.model +3 -0
- checkpoint-345/tokenizer_config.json +952 -0
- checkpoint-345/trainer_state.json +555 -0
- checkpoint-345/training_args.bin +3 -0
- checkpoint-460/added_tokens.json +102 -0
- checkpoint-460/config.json +32 -0
- checkpoint-460/generation_config.json +6 -0
- checkpoint-460/model.safetensors +3 -0
- checkpoint-460/special_tokens_map.json +132 -0
- checkpoint-460/tokenizer.json +0 -0
- checkpoint-460/tokenizer.model +3 -0
- checkpoint-460/tokenizer_config.json +952 -0
- checkpoint-460/trainer_state.json +729 -0
- checkpoint-460/training_args.bin +3 -0
- config.json +32 -0
- eval_results.json +13 -0
- generated_gauntlet_predictions.txt +19 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- predict_results.json +12 -0
- special_tokens_map.json +132 -0
README.md
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---
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---
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language:
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- en
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license: apache-2.0
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base_model: pszemraj/tFINE-base-300m
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tags:
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- generated_from_trainer
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datasets:
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- samsum
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metrics:
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- rouge
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model-index:
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- name: tFINE-base-300m-samsum
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results:
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- task:
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name: Summarization
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type: summarization
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dataset:
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name: samsum
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type: samsum
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config: samsum
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split: None
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args: samsum
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metrics:
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- name: Rouge1
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type: rouge
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value: 42.3629
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# tFINE-base-300m-samsum
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This model is a fine-tuned version of [pszemraj/tFINE-base-300m](https://huggingface.co/pszemraj/tFINE-base-300m) on the samsum dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9820
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- Rouge1: 42.3629
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- Rouge2: 18.4285
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- Rougel: 34.6339
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- Rougelsum: 38.7792
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- Gen Len: 27.8033
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 8
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- eval_batch_size: 16
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- seed: 17868
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 4.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:------:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| 1.9528 | 0.9989 | 115 | 1.9189 | 40.093 | 18.2018 | 33.9749 | 36.9071 | 29.3333 |
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| 1.5346 | 1.9978 | 230 | 1.8827 | 41.4676 | 18.3467 | 34.1909 | 38.2131 | 27.6633 |
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| 1.1696 | 2.9967 | 345 | 1.9820 | 42.3629 | 18.4285 | 34.6339 | 38.7792 | 27.8033 |
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| 0.9359 | 3.9957 | 460 | 2.1588 | 41.2237 | 17.8161 | 33.7101 | 37.9569 | 30.18 |
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.2.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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added_tokens.json
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all_results.json
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{
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}
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checkpoint-115/added_tokens.json
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|
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|
102 |
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|
checkpoint-115/config.json
ADDED
@@ -0,0 +1,32 @@
|
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|
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|
|
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|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "pszemraj/tFINE-base-300m",
|
3 |
+
"architectures": [
|
4 |
+
"T5ForConditionalGeneration"
|
5 |
+
],
|
6 |
+
"classifier_dropout": 0.0,
|
7 |
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"d_ff": 2560,
|
8 |
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"d_kv": 64,
|
9 |
+
"d_model": 768,
|
10 |
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"decoder_start_token_id": 3,
|
11 |
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"dense_act_fn": "silu",
|
12 |
+
"dropout_rate": 0.0,
|
13 |
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"eos_token_id": 2,
|
14 |
+
"feed_forward_proj": "gated-silu",
|
15 |
+
"initializer_factor": 1.0,
|
16 |
+
"is_encoder_decoder": true,
|
17 |
+
"is_gated_act": true,
|
18 |
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"layer_norm_epsilon": 1e-06,
|
19 |
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"model_type": "t5",
|
20 |
+
"num_decoder_layers": 12,
|
21 |
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"num_heads": 12,
|
22 |
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"num_layers": 12,
|
23 |
+
"output_past": true,
|
24 |
+
"pad_token_id": 3,
|
25 |
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"relative_attention_max_distance": 128,
|
26 |
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"relative_attention_num_buckets": 32,
|
27 |
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"tie_word_embeddings": false,
|
28 |
+
"torch_dtype": "float32",
|
29 |
+
"transformers_version": "4.44.0",
|
30 |
+
"use_cache": true,
|
31 |
+
"vocab_size": 48256
|
32 |
+
}
|
checkpoint-115/generation_config.json
ADDED
@@ -0,0 +1,6 @@
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|
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|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
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"decoder_start_token_id": 3,
|
3 |
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|
4 |
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"pad_token_id": 3,
|
5 |
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"transformers_version": "4.44.0"
|
6 |
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}
|
checkpoint-115/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:fc8b321eed522c9f58fb5a4d5811747e1c9e4d8c854ea12a88cfe26d7240db85
|
3 |
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size 1202681712
|
checkpoint-115/special_tokens_map.json
ADDED
@@ -0,0 +1,132 @@
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|
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|
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|
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|
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|
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|
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|
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|
103 |
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|
104 |
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|
105 |
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|
106 |
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|
107 |
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|
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|
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|
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|
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|
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|
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|
114 |
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"normalized": true,
|
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|
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|
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},
|
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|
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|
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|
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|
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|
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|
124 |
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|
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|
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|
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|
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|
129 |
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|
130 |
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|
131 |
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|
132 |
+
}
|
checkpoint-115/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-115/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:165515d67d17852d3e7c30ec22d7a745330f2cba264f40c3ea9380eddf84396f
|
3 |
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size 1042483
|
checkpoint-115/tokenizer_config.json
ADDED
@@ -0,0 +1,952 @@
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|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_eos_token": true,
|
4 |
+
"add_prefix_space": true,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
},
|
30 |
+
"3": {
|
31 |
+
"content": "<pad>",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": false,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false,
|
36 |
+
"special": true
|
37 |
+
},
|
38 |
+
"48128": {
|
39 |
+
"content": "<extra_id_0>",
|
40 |
+
"lstrip": false,
|
41 |
+
"normalized": false,
|
42 |
+
"rstrip": false,
|
43 |
+
"single_word": false,
|
44 |
+
"special": true
|
45 |
+
},
|
46 |
+
"48129": {
|
47 |
+
"content": "<extra_id_1>",
|
48 |
+
"lstrip": false,
|
49 |
+
"normalized": false,
|
50 |
+
"rstrip": false,
|
51 |
+
"single_word": false,
|
52 |
+
"special": true
|
53 |
+
},
|
54 |
+
"48130": {
|
55 |
+
"content": "<extra_id_2>",
|
56 |
+
"lstrip": false,
|
57 |
+
"normalized": false,
|
58 |
+
"rstrip": false,
|
59 |
+
"single_word": false,
|
60 |
+
"special": true
|
61 |
+
},
|
62 |
+
"48131": {
|
63 |
+
"content": "<extra_id_3>",
|
64 |
+
"lstrip": false,
|
65 |
+
"normalized": false,
|
66 |
+
"rstrip": false,
|
67 |
+
"single_word": false,
|
68 |
+
"special": true
|
69 |
+
},
|
70 |
+
"48132": {
|
71 |
+
"content": "<extra_id_4>",
|
72 |
+
"lstrip": false,
|
73 |
+
"normalized": false,
|
74 |
+
"rstrip": false,
|
75 |
+
"single_word": false,
|
76 |
+
"special": true
|
77 |
+
},
|
78 |
+
"48133": {
|
79 |
+
"content": "<extra_id_5>",
|
80 |
+
"lstrip": false,
|
81 |
+
"normalized": false,
|
82 |
+
"rstrip": false,
|
83 |
+
"single_word": false,
|
84 |
+
"special": true
|
85 |
+
},
|
86 |
+
"48134": {
|
87 |
+
"content": "<extra_id_6>",
|
88 |
+
"lstrip": false,
|
89 |
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"normalized": false,
|
90 |
+
"rstrip": false,
|
91 |
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"single_word": false,
|
92 |
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"special": true
|
93 |
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},
|
94 |
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"48135": {
|
95 |
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"content": "<extra_id_7>",
|
96 |
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|
97 |
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"normalized": false,
|
98 |
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|
99 |
+
"single_word": false,
|
100 |
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"special": true
|
101 |
+
},
|
102 |
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"48136": {
|
103 |
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"content": "<extra_id_8>",
|
104 |
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"lstrip": false,
|
105 |
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"normalized": false,
|
106 |
+
"rstrip": false,
|
107 |
+
"single_word": false,
|
108 |
+
"special": true
|
109 |
+
},
|
110 |
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"48137": {
|
111 |
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"content": "<extra_id_9>",
|
112 |
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|
113 |
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"normalized": false,
|
114 |
+
"rstrip": false,
|
115 |
+
"single_word": false,
|
116 |
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"special": true
|
117 |
+
},
|
118 |
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"48138": {
|
119 |
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"content": "<extra_id_10>",
|
120 |
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|
121 |
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"normalized": false,
|
122 |
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"rstrip": false,
|
123 |
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|
124 |
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"special": true
|
125 |
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},
|
126 |
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"48139": {
|
127 |
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|
128 |
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|
129 |
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"normalized": false,
|
130 |
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|
131 |
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"single_word": false,
|
132 |
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"special": true
|
133 |
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},
|
134 |
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"48140": {
|
135 |
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"content": "<extra_id_12>",
|
136 |
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|
137 |
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|
138 |
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|
139 |
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|
140 |
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"special": true
|
141 |
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},
|
142 |
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"48141": {
|
143 |
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"content": "<extra_id_13>",
|
144 |
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|
145 |
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|
146 |
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"rstrip": false,
|
147 |
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|
148 |
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"special": true
|
149 |
+
},
|
150 |
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"48142": {
|
151 |
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"content": "<extra_id_14>",
|
152 |
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|
153 |
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"normalized": false,
|
154 |
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|
155 |
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|
156 |
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"special": true
|
157 |
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},
|
158 |
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"48143": {
|
159 |
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"content": "<extra_id_15>",
|
160 |
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|
161 |
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|
162 |
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"rstrip": false,
|
163 |
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"single_word": false,
|
164 |
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"special": true
|
165 |
+
},
|
166 |
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"48144": {
|
167 |
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"content": "<extra_id_16>",
|
168 |
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|
169 |
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"normalized": false,
|
170 |
+
"rstrip": false,
|
171 |
+
"single_word": false,
|
172 |
+
"special": true
|
173 |
+
},
|
174 |
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"48145": {
|
175 |
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"content": "<extra_id_17>",
|
176 |
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|
177 |
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"normalized": false,
|
178 |
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"rstrip": false,
|
179 |
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"single_word": false,
|
180 |
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"special": true
|
181 |
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},
|
182 |
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"48146": {
|
183 |
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|
184 |
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|
185 |
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|
186 |
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|
187 |
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|
188 |
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"special": true
|
189 |
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},
|
190 |
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"48147": {
|
191 |
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"content": "<extra_id_19>",
|
192 |
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|
193 |
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"normalized": false,
|
194 |
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|
195 |
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"single_word": false,
|
196 |
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"special": true
|
197 |
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|
198 |
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"48148": {
|
199 |
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"content": "<extra_id_20>",
|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
204 |
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"special": true
|
205 |
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},
|
206 |
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"48149": {
|
207 |
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"content": "<extra_id_21>",
|
208 |
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"lstrip": false,
|
209 |
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"normalized": false,
|
210 |
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|
211 |
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"single_word": false,
|
212 |
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"special": true
|
213 |
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},
|
214 |
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"48150": {
|
215 |
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"content": "<extra_id_22>",
|
216 |
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|
217 |
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"normalized": false,
|
218 |
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|
219 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
102 |
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|
103 |
+
],
|
104 |
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|
105 |
+
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|
106 |
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|
107 |
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|
108 |
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|
109 |
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|
110 |
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},
|
111 |
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|
112 |
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|
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|
114 |
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|
115 |
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|
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|
117 |
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},
|
118 |
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|
119 |
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|
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|
121 |
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|
122 |
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|
123 |
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|
124 |
+
},
|
125 |
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"unk_token": {
|
126 |
+
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|
127 |
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|
128 |
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|
129 |
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|
130 |
+
"single_word": false
|
131 |
+
}
|
132 |
+
}
|
checkpoint-230/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-230/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:165515d67d17852d3e7c30ec22d7a745330f2cba264f40c3ea9380eddf84396f
|
3 |
+
size 1042483
|
checkpoint-230/tokenizer_config.json
ADDED
@@ -0,0 +1,952 @@
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|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_eos_token": true,
|
4 |
+
"add_prefix_space": true,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
131 |
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|
132 |
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}
|
checkpoint-345/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-345/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:165515d67d17852d3e7c30ec22d7a745330f2cba264f40c3ea9380eddf84396f
|
3 |
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size 1042483
|
checkpoint-345/tokenizer_config.json
ADDED
@@ -0,0 +1,952 @@
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|
102 |
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|
checkpoint-460/config.json
ADDED
@@ -0,0 +1,32 @@
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|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "pszemraj/tFINE-base-300m",
|
3 |
+
"architectures": [
|
4 |
+
"T5ForConditionalGeneration"
|
5 |
+
],
|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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"dropout_rate": 0.0,
|
13 |
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"eos_token_id": 2,
|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
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|
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|
24 |
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|
25 |
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|
26 |
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|
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|
28 |
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|
29 |
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|
30 |
+
"use_cache": true,
|
31 |
+
"vocab_size": 48256
|
32 |
+
}
|
checkpoint-460/generation_config.json
ADDED
@@ -0,0 +1,6 @@
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|
1 |
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{
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|
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|
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|
5 |
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|
6 |
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}
|
checkpoint-460/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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size 1202681712
|
checkpoint-460/special_tokens_map.json
ADDED
@@ -0,0 +1,132 @@
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
checkpoint-460/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-460/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:165515d67d17852d3e7c30ec22d7a745330f2cba264f40c3ea9380eddf84396f
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size 1042483
|
checkpoint-460/tokenizer_config.json
ADDED
@@ -0,0 +1,952 @@
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|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_eos_token": true,
|
4 |
+
"add_prefix_space": true,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
},
|
30 |
+
"3": {
|
31 |
+
"content": "<pad>",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": false,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false,
|
36 |
+
"special": true
|
37 |
+
},
|
38 |
+
"48128": {
|
39 |
+
"content": "<extra_id_0>",
|
40 |
+
"lstrip": false,
|
41 |
+
"normalized": false,
|
42 |
+
"rstrip": false,
|
43 |
+
"single_word": false,
|
44 |
+
"special": true
|
45 |
+
},
|
46 |
+
"48129": {
|
47 |
+
"content": "<extra_id_1>",
|
48 |
+
"lstrip": false,
|
49 |
+
"normalized": false,
|
50 |
+
"rstrip": false,
|
51 |
+
"single_word": false,
|
52 |
+
"special": true
|
53 |
+
},
|
54 |
+
"48130": {
|
55 |
+
"content": "<extra_id_2>",
|
56 |
+
"lstrip": false,
|
57 |
+
"normalized": false,
|
58 |
+
"rstrip": false,
|
59 |
+
"single_word": false,
|
60 |
+
"special": true
|
61 |
+
},
|
62 |
+
"48131": {
|
63 |
+
"content": "<extra_id_3>",
|
64 |
+
"lstrip": false,
|
65 |
+
"normalized": false,
|
66 |
+
"rstrip": false,
|
67 |
+
"single_word": false,
|
68 |
+
"special": true
|
69 |
+
},
|
70 |
+
"48132": {
|
71 |
+
"content": "<extra_id_4>",
|
72 |
+
"lstrip": false,
|
73 |
+
"normalized": false,
|
74 |
+
"rstrip": false,
|
75 |
+
"single_word": false,
|
76 |
+
"special": true
|
77 |
+
},
|
78 |
+
"48133": {
|
79 |
+
"content": "<extra_id_5>",
|
80 |
+
"lstrip": false,
|
81 |
+
"normalized": false,
|
82 |
+
"rstrip": false,
|
83 |
+
"single_word": false,
|
84 |
+
"special": true
|
85 |
+
},
|
86 |
+
"48134": {
|
87 |
+
"content": "<extra_id_6>",
|
88 |
+
"lstrip": false,
|
89 |
+
"normalized": false,
|
90 |
+
"rstrip": false,
|
91 |
+
"single_word": false,
|
92 |
+
"special": true
|
93 |
+
},
|
94 |
+
"48135": {
|
95 |
+
"content": "<extra_id_7>",
|
96 |
+
"lstrip": false,
|
97 |
+
"normalized": false,
|
98 |
+
"rstrip": false,
|
99 |
+
"single_word": false,
|
100 |
+
"special": true
|
101 |
+
},
|
102 |
+
"48136": {
|
103 |
+
"content": "<extra_id_8>",
|
104 |
+
"lstrip": false,
|
105 |
+
"normalized": false,
|
106 |
+
"rstrip": false,
|
107 |
+
"single_word": false,
|
108 |
+
"special": true
|
109 |
+
},
|
110 |
+
"48137": {
|
111 |
+
"content": "<extra_id_9>",
|
112 |
+
"lstrip": false,
|
113 |
+
"normalized": false,
|
114 |
+
"rstrip": false,
|
115 |
+
"single_word": false,
|
116 |
+
"special": true
|
117 |
+
},
|
118 |
+
"48138": {
|
119 |
+
"content": "<extra_id_10>",
|
120 |
+
"lstrip": false,
|
121 |
+
"normalized": false,
|
122 |
+
"rstrip": false,
|
123 |
+
"single_word": false,
|
124 |
+
"special": true
|
125 |
+
},
|
126 |
+
"48139": {
|
127 |
+
"content": "<extra_id_11>",
|
128 |
+
"lstrip": false,
|
129 |
+
"normalized": false,
|
130 |
+
"rstrip": false,
|
131 |
+
"single_word": false,
|
132 |
+
"special": true
|
133 |
+
},
|
134 |
+
"48140": {
|
135 |
+
"content": "<extra_id_12>",
|
136 |
+
"lstrip": false,
|
137 |
+
"normalized": false,
|
138 |
+
"rstrip": false,
|
139 |
+
"single_word": false,
|
140 |
+
"special": true
|
141 |
+
},
|
142 |
+
"48141": {
|
143 |
+
"content": "<extra_id_13>",
|
144 |
+
"lstrip": false,
|
145 |
+
"normalized": false,
|
146 |
+
"rstrip": false,
|
147 |
+
"single_word": false,
|
148 |
+
"special": true
|
149 |
+
},
|
150 |
+
"48142": {
|
151 |
+
"content": "<extra_id_14>",
|
152 |
+
"lstrip": false,
|
153 |
+
"normalized": false,
|
154 |
+
"rstrip": false,
|
155 |
+
"single_word": false,
|
156 |
+
"special": true
|
157 |
+
},
|
158 |
+
"48143": {
|
159 |
+
"content": "<extra_id_15>",
|
160 |
+
"lstrip": false,
|
161 |
+
"normalized": false,
|
162 |
+
"rstrip": false,
|
163 |
+
"single_word": false,
|
164 |
+
"special": true
|
165 |
+
},
|
166 |
+
"48144": {
|
167 |
+
"content": "<extra_id_16>",
|
168 |
+
"lstrip": false,
|
169 |
+
"normalized": false,
|
170 |
+
"rstrip": false,
|
171 |
+
"single_word": false,
|
172 |
+
"special": true
|
173 |
+
},
|
174 |
+
"48145": {
|
175 |
+
"content": "<extra_id_17>",
|
176 |
+
"lstrip": false,
|
177 |
+
"normalized": false,
|
178 |
+
"rstrip": false,
|
179 |
+
"single_word": false,
|
180 |
+
"special": true
|
181 |
+
},
|
182 |
+
"48146": {
|
183 |
+
"content": "<extra_id_18>",
|
184 |
+
"lstrip": false,
|
185 |
+
"normalized": false,
|
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|
951 |
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952 |
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}
|
checkpoint-460/trainer_state.json
ADDED
@@ -0,0 +1,729 @@
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checkpoint-460/training_args.bin
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config.json
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eval_results.json
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generated_gauntlet_predictions.txt
ADDED
@@ -0,0 +1,19 @@
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1 |
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I teach a course on Natural Language Processing for Law and Social Science. The course is a natural Language processing for Law and Social Science. The course is a natural Language processing for Law and Social Science. The course is a natural Language processing for Law and Social Science.
|
2 |
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the course project is due on Thursday evening. There are a number of questions about the course project. The homework is due on Friday morning. There are a number of questions about the course project. The assignment is due on Thursday morning. There are a number of questions about the course project. The assignment is due on Friday morning.
|
3 |
+
the hybrid learning approach is a feature selection approach. Consimantos is interested in the hybrid learning of distinctive immigrants.
|
4 |
+
Galileo and his contemporaries were concerned with the structure of language and language. Galileo, his contemporaries, were concerned with the structure of language and language. Jespersson's notion of structure in the mind of a speaker was first formulated. Jespersson's idea of structure in the mind of a speaker was the basis of modern logic.
|
5 |
+
Sam fixed the concept merge. He will talk about some of the problems with the concept merge.
|
6 |
+
Lisa Mullen has completed a Master's Degree in Film and Screen Studies. Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, Lisa Mullen, and Lisa Mullen's dissertation.
|
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Tyler Bohlen has a lot of fun with his friends. He is not a big fan of deep learning models. He will make a new token and sell it.
|
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I'm a top sniper in the united states armed forces. He's a top sniper in the united states armed forces.
|
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Ezurich Lecture on Medical Image Analysis. The main topics are image classification, classification and classification.
|
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Ezurich proposes a new representation learning framework for health care. The proposed representation learning framework is based on interpretable discrete dimensionality reduction and deep generative modeling.
|
11 |
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Ezurich explains the basics of Natural Language Processing. The lectures on Natural Language Processing are offered by colleagues in the department.
|
12 |
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CLIP training process is based on a training of a prior and a decoder. The training is based on the training of a prior and decoder. The training is based on the training of the prior and decoder.
|
13 |
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Cog Video is a large pretrained text-to-video model. Cog Video is trained on 5.4 billion parameters and 9B-parameter transformer. Cog Video is trained on 5.4 billion parameters and 9B-parameter transformer.
|
14 |
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The proposed solution improves polyphonic music recordings. The proposed method improves polyphonic signals in the music domain. The proposed method outperforms the classical methods for enhancing polyphonic signals. The proposed method outperforms the classical methods for enhancing polyphonic signals.
|
15 |
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Coral, Coral and Coral are working on their kids. They are going to name Nemo, Nemo, and then name Nemo.
|
16 |
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Kristoff and Sven are waiting for the ice in the lake. They are trying to keep up with the men.
|
17 |
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CAMERA PACKS the two young men in the parlor car. The driver is in the car and is wearing a variety of sports shoes.
|
18 |
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The police are trying to stop the car from crashing. The police are trying to stop the car.
|
19 |
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Whitney is on a trip to Rio. He is a keen observer of the place. He is surprised that the island has a reputation of being a dangerous place. Whitney and Rainsford are on the lookout for a jaguar.
|
generation_config.json
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model.safetensors
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predict_results.json
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