4-bit 4bit Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-... Chat Code Codegen Codeqwen Conversational En Endpoints compatible Instruct Mlx Quantized Qwen Qwen-coder Qwen2 Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2.5-Coder-0.5B-Instruct-4bit
Qwen2.5 Coder 0.5B Instruct 4bit Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Qwen2.5 Coder 0.5B Instruct 4bit Parameters and Internals
| LLM Name | Qwen2.5 Coder 0.5B Instruct 4bit |
| Repository 🤗 | https://huggingface.co/mlx-community/Qwen2.5-Coder-0.5B-Instruct-4bit |
| Base Model(s) | |
| Model Size | 0.5b |
| Required VRAM | 0.3 GB |
| Updated | 2025-09-23 |
| Maintainer | mlx-community |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.43.1 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen2.5 Coder 0.5B Instruct 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...5 Coder 0.5B Instruct Bnb 4bit | 32K / 0.5 GB | 2356 | 3 |
| Qwen2.5 Coder 0.5B Instruct | 32K / 1 GB | 27326 | 52 |
| Qwen CoMa 0.5B | 32K / 1.3 GB | 1 | 1 |
| Qwen2.5 Coder 0.5B Instruct | 32K / 1 GB | 1424 | 4 |
| Qwen2.5 Coder 0.5B Instruct | 32K / 1 GB | 6 | 0 |
| ...wen2.5 Coder 0.5B Instruct AWQ | 32K / 0.7 GB | 1196 | 3 |
| Qwen2.5 Coder 0.5B Merged | 32K / 1.3 GB | 16 | 0 |
| Qwen2.5 Coder 0.5B Instruct | 32K / 1 GB | 9 | 0 |
| ...nstruct MIFT En Manywords 8000 | 32K / 2 GB | 6 | 0 |
| ...truct PIFT Enja Manywords 8000 | 32K / 2 GB | 6 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-Coder-0.5B-Instruct-4bit .
Rank the Qwen2.5 Coder 0.5B Instruct 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124