初始化项目，由ModelHub XC社区提供模型
Model: jakiAJK/DeepSeek-R1-Distill-Llama-8B_AWQ Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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base_model:
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- deepseek-ai/DeepSeek-R1-Distill-Llama-8B
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---
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### Requirements
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```python
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pip install -U transformers autoawq
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```
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#### Transformers inference
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```python
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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dtype = torch.bfloat16 if torch.cuda.is_bf16_supported() else torch.float16
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device = "auto"
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model_name = "jakiAJK/DeepSeek-R1-Distill-Llama-8B_AWQ"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name, device_map= device, trust_remote_code= True, torch_dtype= dtype)
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model.eval()
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chat = [
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{ "role": "user", "content": "List any 5 country capitals." },
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]
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chat = tokenizer.apply_chat_template(chat, tokenize=False, add_generation_prompt=True)
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input_tokens = tokenizer(chat, return_tensors="pt").to('cuda')
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output = model.generate(**input_tokens,
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max_new_tokens=100)
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output = tokenizer.batch_decode(output)
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print(output)
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```
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config.json
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config.json
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{
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"_name_or_path": "./tmp_autoround_awq",
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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": 128001,
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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": 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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"quantization_config": {
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"backend": "autoawq",
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"bits": 4,
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"do_fuse": false,
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"exllama_config": null,
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"fuse_max_seq_len": null,
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"group_size": 128,
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"modules_to_fuse": null,
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"modules_to_not_convert": [
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"lm_head"
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],
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"quant_method": "awq",
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"version": "gemm",
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"zero_point": false
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},
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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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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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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": "4.47.1",
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"use_cache": true,
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"vocab_size": 128256
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}
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generation_config.json
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||||
}
|
||||
}
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||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<｜begin▁of▁sentence｜>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<｜end▁of▁sentence｜>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<｜end▁of▁sentence｜>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:d91915040cfac999d8c55f4b5bc6e67367c065e3a7a4e4b9438ce1f256addd86
|
||||
size 17209530
|
||||
2071
tokenizer_config.json
Normal file
2071
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user