Arxiv:2407.10671 Arxiv:2409.12186 4-bit 4bit Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-... Bitsandbytes Code Codegen Codeqwen Conversational En Endpoints compatible Instruct Quantized Qwen Qwen-coder Qwen2 Region:us Safetensors Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2.5-Coder-3B-Instruct-bnb-4bit
Qwen2.5 Coder 3B Instruct Bnb 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 3B Instruct Bnb 4bit Parameters and Internals
| LLM Name | Qwen2.5 Coder 3B Instruct Bnb 4bit |
| Repository 🤗 | https://huggingface.co/unsloth/Qwen2.5-Coder-3B-Instruct-bnb-4bit |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 2 GB |
| Updated | 2025-02-05 |
| Maintainer | unsloth |
| 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 | 4.44.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen2.5 Coder 3B Instruct Bnb 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3b Lora Finetune | 32K / 6.2 GB | 0 | 1 |
| Dria Agent A 3B | 32K / 6.2 GB | 1465 | 48 |
| Qwen2.5 Coder 3B Instruct | 32K / 6.2 GB | 35259 | 34 |
| Arch Function 3B | 32K / 6.2 GB | 1208 | 98 |
| Qwen2.5 Coder 3B Instruct | 32K / 6.2 GB | 1538 | 2 |
| Qwen2.5 Coder 3B Instruct AWQ | 32K / 2.7 GB | 860 | 3 |
| ...thon Qwen2.5 Coder 3B Instruct | 32K / 6.2 GB | 29 | 0 |
| Qwen2.5 Coder 3B Instruct | 32K / GB | 27 | 5 |
| ... Coder 3B Instruct Abliterated | 32K / 6.2 GB | 175 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-Coder-3B-Instruct-bnb-4bit .
Rank the Qwen2.5 Coder 3B Instruct Bnb 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227