初始化项目，由ModelHub XC社区提供模型
Model: Muulor/Llama3.1-8b-zh Source: Original Platform
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README.md
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README.md
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---
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license: llama3.1
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library_name: transformers
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pipeline_tag: text-generation
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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language:
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- en
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- zh
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tags:
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- llama-factory
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- finetune
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---
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# 模型简介
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基于Meta-Llama-3.1-8B-Instruct，自建少量数据进行Qlora 8bit微调，中英文数据搭配避免影响模型能力与导致原知识遗忘，泛化能力良好。
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# 使用建议
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Tramsformer当前使用版本是 4.43.1
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为保证模型能力，转gguf格式的模板建议遵循Llama3模板：
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TEMPLATE """{{ if .System }}<|start_header_id|>system<|end_header_id|>
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{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|>
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{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|>
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{{ .Response }}<|eot_id|>"""
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PARAMETER stop "<|start_header_id|>"
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PARAMETER stop "<|end_header_id|>"
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PARAMETER stop "<|eot_id|>"
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PARAMETER stop "<|reserved_special_token"
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默认参数建议：
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temperature 0.6
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top_p 0.9
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config.json
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config.json
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{
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"_name_or_path": "/home/muulor/.cache/modelscope/hub/LLM-Research/Meta-Llama-3___1-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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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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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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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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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"low_freq_factor": 1.0,
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"high_freq_factor": 4.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.43.1",
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"use_cache": true,
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"vocab_size": 128256
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}
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configuration.json
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configuration.json
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{"task":"text-generation"}
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generation_config.json
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"transformers_version": "4.43.1"
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}
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||||
17
special_tokens_map.json
Normal file
17
special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
"pad_token": "<|eot_id|>"
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2065
tokenizer_config.json
Normal file
2065
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user