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 Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen2.5-Coder-14B-Instruct-4bit
Qwen2.5 Coder 14B 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 14B Instruct 4bit Parameters and Internals
| LLM Name | Qwen2.5 Coder 14B Instruct 4bit |
| Repository 🤗 | https://huggingface.co/mlx-community/Qwen2.5-Coder-14B-Instruct-4bit |
| Base Model(s) | |
| Model Size | 14b |
| Required VRAM | 8.3 GB |
| Updated | 2025-02-05 |
| 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 | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen2.5 Coder 14B Instruct 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| CogitoZ14 | 32K / 29.7 GB | 60 | 1 |
| ....5 Coder 14B Instruct Bnb 4bit | 32K / 9.9 GB | 5860 | 1 |
| Mergekit Model Stock Injkqri | 986K / 29.7 GB | 18 | 1 |
| Qwen2.5 Coder 14B Instruct | 32K / 29.7 GB | 38175 | 76 |
| Qwen2.5 Coder 14B YOYO 1010 | 32K / 29.7 GB | 15 | 0 |
| Qwen2.5 Coder 14B Instruct AWQ | 32K / 10 GB | 15165 | 6 |
| ...5 Coder 14B Instruct GPTQ Int4 | 32K / 10 GB | 2178 | 2 |
| Rombos Coder V2.5 Qwen 14B | 32K / 29.7 GB | 43 | 4 |
| EVA Meissa Coder 14B Instruct | 32K / 29.7 GB | 5 | 0 |
| ... Coder 14B Instruct Uncensored | 32K / 29.7 GB | 23 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen2.5-Coder-14B-Instruct-4bit .
Rank the Qwen2.5 Coder 14B Instruct 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227