4-bit 4bit Autotrain compatible Bitsandbytes Conversational Endpoints compatible Instruct Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/subhajit17/Qwen2-7B-Instruct-4bit-quantized
Qwen2 7B Instruct 4bit Quantized 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 7B Instruct 4bit Quantized Parameters and Internals
| LLM Name | Qwen2 7B Instruct 4bit Quantized |
| Repository 🤗 | https://huggingface.co/subhajit17/Qwen2-7B-Instruct-4bit-quantized |
| Model Size | 7b |
| Required VRAM | 5.6 GB |
| Updated | 2025-02-22 |
| Maintainer | subhajit17 |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | mit |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.42.0.dev0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Qwen2 7B Instruct 4bit Quantized
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Instruct 1M 4bit | 986K / 4.3 GB | 730 | 6 |
| ...B Instruct 1M Unsloth Bnb 4bit | 986K / 7.5 GB | 354 | 1 |
| ...5 7B Instruct Unsloth Bnb 4bit | 32K / 7.2 GB | 34221 | 1 |
| Mini QwQ | 32K / 15.2 GB | 27 | 1 |
| AetherSett | 32K / 15.2 GB | 26 | 1 |
| Qwen2.5 7B Instruct Bnb 4bit | 32K / 5.5 GB | 674795 | 11 |
| SphinX | 32K / 15.2 GB | 32 | 1 |
| ReasonTest | 32K / 15.2 GB | 11 | 0 |
| Kyro N1 7B | 32K / 15.2 GB | 187 | 5 |
| UIGEN 7B 16bit | 32K / 15.2 GB | 79 | 5 |
Note: green Score (e.g. "73.2") means that the model is better than subhajit17/Qwen2-7B-Instruct-4bit-quantized .
Rank the Qwen2 7B Instruct 4bit Quantized Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227