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Browse files- README.md +61 -0
- config.json +27 -0
- mergekit_config.yml +30 -0
- model-00001-of-00030.safetensors +3 -0
- model-00002-of-00030.safetensors +3 -0
- model-00003-of-00030.safetensors +3 -0
- model-00004-of-00030.safetensors +3 -0
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- model.safetensors.index.json +1 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +45 -0
README.md
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---
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base_model:
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- BioMistral/BioMistral-7B
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- deepseek-ai/DeepSeek-R1-Distill-Llama-70B
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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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# merge
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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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
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### Models Merged
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The following models were included in the merge:
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* [BioMistral/BioMistral-7B](https://huggingface.co/BioMistral/BioMistral-7B)
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* [deepseek-ai/DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B)
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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: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
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layer_range:
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- 0
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- 80
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- model: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
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layer_range:
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- 0
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- 80
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merge_method: slerp
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base_model: BioMistral/BioMistral-7B
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parameters:
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t:
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- filter: self_attn
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value:
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- 0
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- 0.5
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- 0.3
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- 0.7
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- 1
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- filter: mlp
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value:
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- 1
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- 0.5
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- 0.7
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- 0.3
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- 0
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- value: 0.5
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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": "BioMistral/BioMistral-7B",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 128,
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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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"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": 80,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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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": "4.48.1",
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"use_cache": false,
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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: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
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layer_range:
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- 0
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- 80
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- model: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
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layer_range:
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- 0
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- 80
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merge_method: slerp
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base_model: BioMistral/BioMistral-7B
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parameters:
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t:
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- filter: self_attn
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value:
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- 0
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- 0.5
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- 0.3
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- 0.7
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- filter: mlp
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value:
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- 1
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- 0.5
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- 0.7
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- 0.3
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- 0
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- value: 0.5
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dtype: bfloat16
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special_tokens_map.json
ADDED
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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5 |
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"normalized": false,
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"rstrip": false,
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"single_word": false
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8 |
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},
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"eos_token": {
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+
"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
|
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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+
}
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tokenizer.json
ADDED
The diff for this file is too large to render.
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tokenizer.model
ADDED
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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size 493443
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tokenizer_config.json
ADDED
@@ -0,0 +1,45 @@
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"add_prefix_space": null,
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"added_tokens_decoder": {
|
6 |
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
|
10 |
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"rstrip": false,
|
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"single_word": false,
|
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"special": true
|
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+
},
|
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"1": {
|
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"content": "<s>",
|
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"lstrip": false,
|
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"normalized": false,
|
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"rstrip": false,
|
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"single_word": false,
|
20 |
+
"special": true
|
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+
},
|
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"2": {
|
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"content": "</s>",
|
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"lstrip": false,
|
25 |
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"normalized": false,
|
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"rstrip": false,
|
27 |
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"single_word": false,
|
28 |
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"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"additional_special_tokens": [],
|
32 |
+
"bos_token": "<s>",
|
33 |
+
"chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token + ' ' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
|
34 |
+
"clean_up_tokenization_spaces": false,
|
35 |
+
"eos_token": "</s>",
|
36 |
+
"extra_special_tokens": {},
|
37 |
+
"legacy": true,
|
38 |
+
"model_max_length": 1000000000000000019884624838656,
|
39 |
+
"pad_token": null,
|
40 |
+
"sp_model_kwargs": {},
|
41 |
+
"spaces_between_special_tokens": false,
|
42 |
+
"tokenizer_class": "LlamaTokenizer",
|
43 |
+
"unk_token": "<unk>",
|
44 |
+
"use_default_system_prompt": false
|
45 |
+
}
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