4-bit 4bit Autotrain compatible Bitsandbytes Conversational En Endpoints compatible Quantized Qwen2 Region:us Safetensors Unsloth
Qwen2 7B 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 7B Bnb 4bit Parameters and Internals
| LLM Name | Qwen2 7B Bnb 4bit |
| Repository 🤗 | https://huggingface.co/unsloth/Qwen2-7B-bnb-4bit |
| Model Size | 7b |
| Required VRAM | 5.5 GB |
| Updated | 2024-09-07 |
| Maintainer | unsloth |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.41.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Quantized Models of the Qwen2 7B Bnb 4bit
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| Qwen2 7B Alpacha 16bit GGUF | 0 | 60 | 17 GB |
| Qwen2 7B Alpacha Q8 0 | 0 | 48 | 9 GB |
| Qwen2 7B Alpacha Q4 K M GGUF | 0 | 41 | 5 GB |
| Finance Qa Model | 0 | 10 | 4 GB |
| Qwen2 7B Tofutune Gguf | 0 | 11 | 4 GB |
| Qwen2 7B Alpacha Merged 4bit | 0 | 6 | 5 GB |
| Qwen2 7B Alpacha Merged 16bit | 0 | 6 | 15 GB |
| ... WAEMU Africa Banking Analysis | 1 | 2 | 15 GB |
Best Alternatives to Qwen2 7B Bnb 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Tantrum 16bit | 128K / 15.2 GB | 7 | 0 |
| Qwen2 7B Matter 0.1 Slim A | 128K / 15.2 GB | 6 | 2 |
| Qwen2 7B 8bit | 128K / 8.1 GB | 54 | 1 |
| ...lphin 2.9.2 Qwen2 7B Bpw6 EXL2 | 128K / 6.4 GB | 10 | 1 |
| PiSSA Qwen2 7B 4bit R128 5iter | 128K / 5.9 GB | 6 | 0 |
| Qwen2 7B Alpacha Merged 4bit | 128K / 5.6 GB | 6 | 0 |
| Qwen2 7B Alpacha Merged 16bit | 128K / 15.2 GB | 6 | 0 |
| Qwen2 7B 4bit | 128K / 4.3 GB | 5 | 0 |
| CodeQwen1.5 7B EXL2 8.0bpw | 64K / 7.5 GB | 85 | 1 |
| ...odeQwen1.5 7B Chat EXL2 8.0bpw | 64K / 7.5 GB | 6 | 4 |
Rank the Qwen2 7B Bnb 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803