初始化项目，由ModelHub XC社区提供模型

Model: dangerusslee/FastApply-1.5B-v1.0-mlx-fp16
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model: Kortix/FastApply-1.5B-v1.0
+language:
+- en
+license: apache-2.0
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- qwen2
+- trl
+- sft
+- fast-apply
+- instant-apply
+- mlx
+- mlx-my-repo
+---
+
+# dangerusslee/FastApply-1.5B-v1.0-mlx-fp16
+
+The Model [dangerusslee/FastApply-1.5B-v1.0-mlx-fp16](https://huggingface.co/dangerusslee/FastApply-1.5B-v1.0-mlx-fp16) was converted to MLX format from [Kortix/FastApply-1.5B-v1.0](https://huggingface.co/Kortix/FastApply-1.5B-v1.0) using mlx-lm version **0.29.1**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("dangerusslee/FastApply-1.5B-v1.0-mlx-fp16")
+
+prompt="hello"
+
+if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
+    messages = [{"role": "user", "content": prompt}]
+    prompt = tokenizer.apply_chat_template(
+        messages, tokenize=False, add_generation_prompt=True
+    )
+
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```

added_tokens.json

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+}

chat_template.jinja

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+{%- if messages[0]['role'] == 'system' %} 
+ {{- '<|im_start|>system
+' + messages[0]['content'] + '<|im_end|>
+' }} 
+ {%- else %} 
+ {{- '<|im_start|>system
+You are a coding assistant that helps merge code updates, ensuring every modification is fully integrated.<|im_end|>
+' }} 
+ {%- endif %} 
+ {%- for message in messages %} 
+    {%- if message.role in ['user', 'assistant'] or (message.role == 'system' and not loop.first) %} 
+ {{- '<|im_start|>' + message.role + '
+' + message.content + '<|im_end|>
+' }} 
+    {%- endif %} 
+ {%- endfor %} 
+ {%- if add_generation_prompt %} 
+    {{- '<|im_start|>assistant
+' }} 
+ {%- endif %}

config.json

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+{
+    "architectures": [
+        "Qwen2ForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 151643,
+    "eos_token_id": 151643,
+    "hidden_act": "silu",
+    "hidden_size": 1536,
+    "initializer_range": 0.02,
+    "intermediate_size": 8960,
+    "max_position_embeddings": 32768,
+    "max_window_layers": 21,
+    "model_type": "qwen2",
+    "num_attention_heads": 12,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 2,
+    "pad_token_id": 151665,
+    "rms_norm_eps": 1e-06,
+    "rope_scaling": null,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": true,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.44.2",
+    "use_cache": true,
+    "use_sliding_window": false,
+    "vocab_size": 151936
+}

generation_config.json

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+  "do_sample": true,
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+  "repetition_penalty": 1.1,
+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "4.44.2"
+}

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