| license: apache-2.0 | |
| datasets: | |
| - Nikity/Kyoto-Corpus | |
| language: | |
| - en | |
| base_model: mlx-community/lille-130m-instruct-fp16 | |
| base_model_relation: finetune | |
| pipeline_tag: text-generation | |
| tags: | |
| - mlx | |
| library_name: mlx | |
| model-index: | |
| - name: lille-130m-instruct | |
| results: | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: arc_challenge | |
| type: arc_challenge | |
| metrics: | |
| - type: Accuracy | |
| value: 15.05 | |
| name: ARC (Challenge) | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: arc_easy | |
| type: arc_easy | |
| metrics: | |
| - type: Accuracy | |
| value: 21.4 | |
| name: ARC (Easy) | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: gpqa | |
| type: gpqa | |
| metrics: | |
| - type: Accuracy | |
| value: 12.73 | |
| name: GPQA | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: gsm8k | |
| type: gsm8k | |
| metrics: | |
| - type: Accuracy | |
| value: 7.73 | |
| name: GSM8K | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: ifeval | |
| type: ifeval | |
| metrics: | |
| - type: Accuracy | |
| value: 9.01 | |
| name: IFEVAL | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: math | |
| type: math | |
| metrics: | |
| - type: Accuracy | |
| value: 1.91 | |
| name: MATH (Level 5) | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: mmlu | |
| type: mmlu | |
| metrics: | |
| - type: Accuracy | |
| value: 22.76 | |
| name: MMLU | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: mt_bench | |
| type: mt_bench | |
| metrics: | |
| - type: Accuracy | |
| value: 8.2 | |
| name: MT-Bench | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: truthful_qa | |
| type: truthful_qa | |
| metrics: | |
| - type: Accuracy | |
| value: 9.06 | |
| name: TruthfulQA | |
| # mlx-community/lille-130m-instruct-bf16 | |
| This model [mlx-community/lille-130m-instruct-bf16](https://huggingface.co/mlx-community/lille-130m-instruct-bf16) was | |
| converted to MLX format from [mlx-community/lille-130m-instruct-fp16](https://huggingface.co/mlx-community/lille-130m-instruct-fp16) | |
| using mlx-lm version **0.27.1**. | |
| ## Use with mlx | |
| ```bash | |
| pip install mlx-lm | |
| ``` | |
| ```python | |
| from mlx_lm import load, generate | |
| model, tokenizer = load("mlx-community/lille-130m-instruct-bf16") | |
| prompt = "hello" | |
| if tokenizer.chat_template is not None: | |
| messages = [{"role": "user", "content": prompt}] | |
| prompt = tokenizer.apply_chat_template( | |
| messages, add_generation_prompt=True | |
| ) | |
| response = generate(model, tokenizer, prompt=prompt, verbose=True) | |
| ``` | |