Upload of AutoGPTQ quantized model
Browse files- README.md +42 -0
- config.json +40 -0
- gptq_model-4bit-128g.safetensors +3 -0
- quantize_config.json +13 -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: Rakuten/RakutenAI-7B-instruct
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inference: false
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language:
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- en
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- ja
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license: apache-2.0
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model_creator: Rakuten
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model_type: llama
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quantized_by: auto-gptq
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tags:
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- gptq
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- 4bit
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- vllm
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- quantized
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---
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# RakutenAI-7B-instruct GPTQ
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This is a 4-bit GPTQ quantized version of [Rakuten/RakutenAI-7B-instruct](https://huggingface.co/Rakuten/RakutenAI-7B-instruct).
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## Quantization Details
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- Method: GPTQ
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- Bits: 4
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- Group size: 128
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- Symmetric: True
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## Usage with vLLM
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```python
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from vllm import LLM
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llm = LLM(model="geninhu/RakutenAI-7B-instruct-GPTQ")
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```
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## Usage with Transformers
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```python
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from auto_gptq import AutoGPTQForCausalLM
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from transformers import AutoTokenizer
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model = AutoGPTQForCausalLM.from_quantized("geninhu/RakutenAI-7B-instruct-GPTQ")
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tokenizer = AutoTokenizer.from_pretrained("geninhu/RakutenAI-7B-instruct-GPTQ")
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```
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config.json
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{
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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": null,
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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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"quantization_config": {
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"bits": 4,
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"damp_percent": 0.1,
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"desc_act": false,
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"group_size": 128,
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"is_marlin_format": false,
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"model_file_base_name": null,
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"model_name_or_path": null,
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"quant_method": "gptq",
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"static_groups": false,
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"sym": true,
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"true_sequential": true
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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": "float16",
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"transformers_version": "4.52.2",
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"use_cache": true,
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"use_transformers_inputs": true,
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"vocab_size": 48000
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}
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gptq_model-4bit-128g.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:486ef7d005b89c17ba7d81aa3a5fcd93088da48c84047db8f89618af816f0bad
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size 4420806240
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quantize_config.json
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{
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"bits": 4,
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"group_size": 128,
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"damp_percent": 0.1,
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"desc_act": false,
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"static_groups": false,
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"sym": true,
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"true_sequential": true,
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"model_name_or_path": null,
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"model_file_base_name": null,
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"is_marlin_format": false,
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"quant_method": "gptq"
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}
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<unk>",
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"<s>",
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"</s>"
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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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"normalized": true,
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"rstrip": false,
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"single_word": false
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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": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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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": true,
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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
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:7978987401ef447724ded0544d048831954b7517a96555ce1593149e3678b6dc
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size 755169
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tokenizer_config.json
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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": true,
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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": true,
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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": true,
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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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"<unk>",
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"<s>",
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"</s>"
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],
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"bos_token": "<s>",
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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": "</s>",
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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": true
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}
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