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OlympicCoder 7B 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  OlympicCoder 7B 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:open-r1/olympiccode... Base model:quantized:open-r1/o...   Conversational Dataset:open-r1/codeforces-cot...   En   Endpoints compatible   Mlx   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/OlympicCoder-7B-4bit 

OlympicCoder 7B 4bit Benchmarks

LLME Score: 0.22435
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OlympicCoder 7B 4bit (mlx-community/OlympicCoder-7B-4bit)
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OlympicCoder 7B 4bit Parameters and Internals

LLM NameOlympicCoder 7B 4bit
Repository 🤗https://huggingface.co/mlx-community/OlympicCoder-7B-4bit 
Base Model(s)  OlympicCoder 7B   open-r1/OlympicCoder-7B
Model Size7b
Required VRAM4.3 GB
Updated2025-07-31
Maintainermlx-community
Model Typeqwen2
Model Files  4.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.49.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|im_end|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to OlympicCoder 7B 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB10269
...B Instruct 1M Unsloth Bnb 4bit986K / 7.5 GB7083
Qwen2.5 7B Instruct 1M 8bit986K / 8.1 GB643
Qwen2.5 7B Instruct 1M 6bit986K / 6.2 GB142
...still Qwen 7B Unsloth Bnb 4bit128K / 8.5 GB1744723
Mini Pathfinder128K / 15.2 GB160
A1 V002128K / 15.2 GB60
A1 V0.0.1128K / 15.2 GB50
Gte Qwen2 7B Instruct 4bit DWQ128K / 4.3 GB4973
CogitoDistil128K / 15.2 GB140
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/OlympicCoder-7B-4bit.

Rank the OlympicCoder 7B 4bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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