commit 272b0415c78c49f0a579779c6b318652c671d932 Author: ModelHub XC Date: Tue Sep 1 06:31:13 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mlx-community/Nemotron-Mini-4B-Instruct-bf16-mlx Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs 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file mode 100644 index 0000000..9a568fd --- /dev/null +++ b/README.md @@ -0,0 +1,54 @@ +--- +language: +- en +license: other +license_name: nvidia-open-model-license +license_link: >- + https://developer.download.nvidia.com/licenses/nvidia-open-model-license-agreement-june-2024.pdf +tags: +- mlx +- llm +- nemotron +- apple-silicon +base_model: nvidia/Nemotron-Mini-4B-Instruct +--- + +# mlx-community/Nemotron-Mini-4B-Instruct-bf16-mlx + +This model was converted from [nvidia/Nemotron-Mini-4B-Instruct](https://huggingface.co/nvidia/Nemotron-Mini-4B-Instruct) +to [MLX](https://github.com/ml-explore/mlx) format for use on Apple Silicon. + +**Quantization:** No quantization – full bfloat16 + +## Usage + +```python +from mlx_lm import load, generate + +model, tokenizer = load("mlx-community/{repo_name}") + +prompt = ( + "System\\n" + "You are a helpful, honest AI assistant.\\n\\n" + "User\\n" + "Who are you?\\n" + "Assistant\\n" +) + +print(generate(model, tokenizer, prompt, max_tokens=256)) +``` + +## Benchmark (Apple Silicon, single prompt, 23 tokens) + +| Variant | tok/s | +|---|---| +| bf16 (this) | 2.47 | +| 4-bit default | 4.37 | +| mxfp4-q4 | 4.56 | +| nvfp4-q4 | 9.69 | +| mixed-3-6 | 9.72 | + +## Original model + +See [nvidia/Nemotron-Mini-4B-Instruct](https://huggingface.co/nvidia/Nemotron-Mini-4B-Instruct) +for the original model card, license, and usage terms. \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..a38343a --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,15 @@ +{{'System'}}{% for message in messages %}{% if message['role'] == 'system' %}{{' +' + message['content'].strip()}}{% if tools or contexts %}{{' +'}}{% endif %}{% endif %}{% endfor %}{% if tools %}{% for tool in tools %}{{ ' + ' + tool|tojson + ' ' }}{% endfor %}{% endif %}{% if contexts %}{% if tools %}{{' +'}}{% endif %}{% for context in contexts %}{{ ' + ' + context.strip() + ' ' }}{% endfor %}{% endif %}{{' + +'}}{% for message in messages %}{% if message['role'] == 'user' %}{{ 'User +' + message['content'].strip() + ' +' }}{% elif message['role'] == 'assistant' %}{{ 'Assistant +' + message['content'].strip() + ' +' }}{% elif message['role'] == 'tool' %}{{ 'Tool +' + message['content'].strip() + ' +' }}{% endif %}{% endfor %}{%- if add_generation_prompt %}{{'Assistant +'}}{%- endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..ac7194c --- /dev/null +++ b/config.json @@ -0,0 +1,25 @@ +{ + "architectures": [ + "NemotronForCausalLM" + ], + "bos_token_id": 2, + "eos_token_id": 3, + "hidden_act": "relu2", + "hidden_size": 3072, + "initializer_range": 0.0134, + "intermediate_size": 9216, + "kv_channels": 128, + "max_position_embeddings": 4096, + "model_type": "nemotron", + "norm_eps": 1e-05, + "num_attention_heads": 24, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "partial_rotary_factor": 0.5, + "rope_theta": 10000, + 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