evaldas-leliuga commited on
Commit
580409a
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Added model

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README.md CHANGED
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  ---
 
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
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  ---
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+ base_model: mistralai/Mistral-7B-Instruct-v0.1
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  license: apache-2.0
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+ inference: false
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+ model_creator: Mistral AI_
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+ model_name: Mistral-7B-Instruct-v0.1
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+ quantized_by: Leliuga
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+ pipeline_tag: text-generation
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+ tags:
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+ - mistral
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+ - arxiv:2310.06825
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+ - arxiv:1910.09700
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  ---
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+ # Mistral-7B-Instruct-v0.1 - bnb 4bit
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+ - Model creator: [Mistral AI_](https://huggingface.co/mistralai)
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+ - Original model: [Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)
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+
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+ ## Description
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+
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+ This model is 4bit quantized version of [Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) using bitsandbytes. It's designed for fine-tuning! The PAD token is set as UNK.
config.json ADDED
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+ {
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+ "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.1",
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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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+ "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": 32,
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+ "num_key_value_heads": 8,
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+ "pad_token_id": 0,
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+ "quantization_config": {
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+ "bnb_4bit_compute_dtype": "bfloat16",
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+ "bnb_4bit_quant_type": "nf4",
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+ "bnb_4bit_use_double_quant": true,
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+ "llm_int8_enable_fp32_cpu_offload": false,
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+ "llm_int8_has_fp16_weight": false,
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+ "llm_int8_skip_modules": null,
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+ "llm_int8_threshold": 6.0,
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+ "load_in_4bit": true,
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+ "load_in_8bit": false,
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+ "quant_method": "bitsandbytes"
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+ },
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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": "4.38.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "transformers_version": "4.38.2"
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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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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+ "pad_token": "<unk>",
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+ "unk_token": {
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_bos_token": 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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+ "legacy": true,
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+ "model_max_length": 32768,
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+ "pad_token": "<unk>",
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+ "padding_side": "right",
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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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+ }