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Browse files- README.md +47 -0
- config.json +135 -0
- mergekit_config.yml +15 -0
- model-00001-of-00005.safetensors +3 -0
- model-00002-of-00005.safetensors +3 -0
- model-00003-of-00005.safetensors +3 -0
- model-00004-of-00005.safetensors +3 -0
- model-00005-of-00005.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +35 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +48 -0
README.md
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---
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base_model: []
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# boreas-10_7b
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the passthrough merge method.
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### Models Merged
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The following models were included in the merge:
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* boreas-7b-0-16
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* boreas-7b-16-32
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* boreas-7b-0-8-16-24
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* boreas-7b-8-16-24-32
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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slices:
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- sources:
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- model: boreas-7b-0-16
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layer_range: [0, 16]
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- sources:
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- model: boreas-7b-0-8-16-24
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layer_range: [0, 8]
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- sources:
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- model: boreas-7b-8-16-24-32
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layer_range: [0, 8]
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- sources:
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- model: boreas-7b-16-32
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layer_range: [0, 16]
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merge_method: passthrough
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dtype: bfloat16
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```
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config.json
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{
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"_name_or_path": "boreas-7b-0-16",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"attention_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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"sp",
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"tp",
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null
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],
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"attn_mechanism": "normal",
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"axis_dims": [
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1,
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-1,
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1,
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1
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],
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"axis_names": [
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"dp",
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"fsdp",
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"tp",
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"sp"
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],
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"backend": null,
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"bias_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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null,
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null,
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null
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],
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"bits": null,
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"block_b": 1,
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"block_k": 128,
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"block_k_dkv": 128,
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"block_k_dq": 128,
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"block_k_major": 128,
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"block_k_major_dkv": 128,
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"block_k_major_dq": 128,
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"block_q": 128,
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"block_q_dkv": 128,
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"block_q_dq": 128,
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"block_q_major_dkv": 128,
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"bos_token_id": 1,
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"easy_method": "train",
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"eos_token_id": 2,
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"generation_attention_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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null,
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"tp",
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null
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],
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"generation_bias_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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null,
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null,
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null
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],
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"generation_query_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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"sp",
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null,
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null
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],
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"key_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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"sp",
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"tp",
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null
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],
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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+
"num_hidden_layers": 48,
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"num_key_value_heads": 8,
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"number_rep_kv": 1,
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"query_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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"sp",
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"tp",
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null
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],
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"scan_attention_layers": false,
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"scan_mlp_chunk_size": 1024,
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"scan_ring_attention": false,
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"shard_attention_computation": true,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"use_scan_mlp": false,
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"use_sharded_kv_caching": true,
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"use_sharding_constraint": false,
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"value_partition_spec": [
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[
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"dp",
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"fsdp"
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],
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"sp",
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"tp",
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null
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],
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"vocab_size": 32000
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}
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mergekit_config.yml
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slices:
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- sources:
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- model: boreas-7b-0-16
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layer_range: [0, 16]
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- sources:
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- model: boreas-7b-0-8-16-24
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layer_range: [0, 8]
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- sources:
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- model: boreas-7b-8-16-24-32
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layer_range: [0, 8]
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- sources:
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- model: boreas-7b-16-32
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layer_range: [0, 16]
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merge_method: passthrough
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dtype: bfloat16
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model-00001-of-00005.safetensors
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model-00002-of-00005.safetensors
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model.safetensors.index.json
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tokenizer.model
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36 |
+
"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
|
37 |
+
"clean_up_tokenization_spaces": false,
|
38 |
+
"eos_token": "</s>",
|
39 |
+
"legacy": true,
|
40 |
+
"model_max_length": 1000000000000000019884624838656,
|
41 |
+
"pad_token": "</s>",
|
42 |
+
"sp_model_kwargs": {},
|
43 |
+
"spaces_between_special_tokens": false,
|
44 |
+
"tokenizer_class": "LlamaTokenizer",
|
45 |
+
"truncation_side": "left",
|
46 |
+
"unk_token": "<unk>",
|
47 |
+
"use_default_system_prompt": true
|
48 |
+
}
|