微调deepseek-ai 模型, 加载预训练模型时设置, trust_remote_code = True
This commit is contained in:
parent
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@ -26,8 +26,10 @@ dataset = dataset.map(to_chatml)
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# 加载预训练模型
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model, tokenizer = FastLanguageModel.from_pretrained(
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# model_name = "unsloth/Qwen3-1.7B-unsloth-bnb-4bit",
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model_name = "unsloth/Qwen3-8B-unsloth-bnb-4bit",
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# model_name = "unsloth/Qwen3-8B-unsloth-bnb-4bit",
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model_name = "deepseek-ai/DeepSeek-V2-Lite",
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# model_name = "unsloth/Qwen3-4B-unsloth-bnb-4bit",
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trust_remote_code=True, # ✅ 允許遠端自訂程式碼, deepseek 系列模型使用
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max_seq_length = 2048, # Context length - can be longer, but uses more memory
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load_in_4bit = True, # 4bit uses much less memory , 启用QLoRA
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load_in_8bit = False, # A bit more accurate, uses 2x memory
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@ -98,7 +100,7 @@ _ = model.generate(
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# model.cpu()
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model.save_pretrained_gguf(
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"Qwen3-8B",
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"DeepSeek-V2-Lite",
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tokenizer,
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# quantization_method="q4_k_m", # 或 "q8_0" # 量化模式--默认 q8_0, 可选f16, "q4_k_m", "q8_0", "q5_k_m",
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maximum_memory_usage=0.7 # 限制使用 GPU 显存为总容量的 50%
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@ -5,4 +5,4 @@ TEMPLATE """{{ if .System }}<|im_start|>system
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{{ end }}{{ if .Prompt }}<|im_start|>user
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{{ .Prompt }}<|im_end|>
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{{ end }}<|im_start|>assistant
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"""
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"""
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@ -1,51 +1,3 @@
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{"messages": [{"role": "system","content": "你是一个有帮助的助手。"},{"role": "user","content": "介绍一下爱因斯坦。"},{"role": "assistant","content": "阿尔伯特·爱因斯坦是20世纪最著名的物理学家之一，以相对论而闻名。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "地球有多大？"}, {"role": "assistant", "content": "地球直径约12742公里。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下牛顿。"}, {"role": "assistant", "content": "艾萨克·牛顿是英国著名的物理学家和数学家。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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{"messages": [{"role": "system", "content": "你是一个有帮助的助手。"}, {"role": "user", "content": "请介绍一下昊天。"}, {"role": "assistant", "content": "昊天是一个中国人。"}]}
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@ -1,28 +0,0 @@
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{
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"</think>": 151668,
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"</tool_call>": 151658,
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"</tool_response>": 151666,
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"<|endoftext|>": 151643,
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"<|file_sep|>": 151664,
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"<|fim_middle|>": 151660,
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"<|fim_pad|>": 151662,
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"<|fim_prefix|>": 151659,
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"<|fim_suffix|>": 151661,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644,
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"<|image_pad|>": 151655,
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"<|object_ref_end|>": 151647,
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"<|quad_end|>": 151651,
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"<|quad_start|>": 151650,
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"<|repo_name|>": 151663,
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"<|video_pad|>": 151656,
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"<|vision_end|>": 151653,
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"<|vision_pad|>": 151654,
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"<|vision_start|>": 151652
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}
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151388
lora_model/merges.txt
151388
lora_model/merges.txt
File diff suppressed because it is too large
Load Diff
@ -1,31 +0,0 @@
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"eos_token": {
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"content": "<|im_end|>",
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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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},
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"pad_token": {
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"content": "<|vision_pad|>",
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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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}
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}
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757480
lora_model/tokenizer.json
757480
lora_model/tokenizer.json
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Load Diff
@ -1,240 +0,0 @@
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"151643": {
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},
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"151644": {
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},
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"151645": {
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"151646": {
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},
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"151658": {
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|
||||
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File diff suppressed because one or more lines are too long
@ -1 +0,0 @@
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FROM ./unsloth.Q8_0.gguf
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@ -1,62 +0,0 @@
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@ -1,14 +0,0 @@
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|
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151388
ollama_model/merges.txt
151388
ollama_model/merges.txt
File diff suppressed because it is too large
Load Diff
@ -1,31 +0,0 @@
|
||||
{
|
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757480
ollama_model/tokenizer.json
757480
ollama_model/tokenizer.json
File diff suppressed because it is too large
Load Diff
@ -1,240 +0,0 @@
|
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|
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|
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|
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}
|
||||
File diff suppressed because one or more lines are too long
Loading…
Reference in New Issue
Block a user