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README.md ADDED
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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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+ ---
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+ # merge
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+
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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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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
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+
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+ ### Models Merged
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+
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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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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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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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+ ```
config.json ADDED
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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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+ 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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+ oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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+ size 493443
tokenizer_config.json ADDED
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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": {
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+ "0": {
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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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+ "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,
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+ "special": true
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+ },
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+ "2": {
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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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+ "special": true
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+ }
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+ },
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+ "additional_special_tokens": [],
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+ "bos_token": "<s>",
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+ "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 %}",
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "</s>",
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+ "extra_special_tokens": {},
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+ "legacy": true,
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": null,
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+ "sp_model_kwargs": {},
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+ "spaces_between_special_tokens": false,
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+ "tokenizer_class": "LlamaTokenizer",
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+ "unk_token": "<unk>",
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+ "use_default_system_prompt": false
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+ }