Arxiv:2309.00071 4-bit Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2-7b-instr... Chat Conversational En Endpoints compatible Gptq Instruct Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
Qwen2 7B Instruct GPTQ Int4 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 GPTQ Int4 Parameters and Internals
| LLM Name | Qwen2 7B Instruct GPTQ Int4 |
| Repository 🤗 | https://huggingface.co/Qwen/Qwen2-7B-Instruct-GPTQ-Int4 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 5.6 GB |
| Updated | 2024-10-18 |
| Maintainer | Qwen |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| GPTQ Quantization | Yes |
| Quantization Type | gptq |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.37.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Qwen2 7B Instruct GPTQ Int4
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Instruct GPTQ Int4 | 32K / 5.6 GB | 11632 | 4 |
| Qwen2.5 7B Instruct GPTQ Int8 | 32K / 8.9 GB | 4524 | 6 |
| Qwen2 7B Instruct GPTQ Int8 | 32K / 8.9 GB | 1746 | 16 |
| Qwen2.5 7B Instruct Bnb 4bit | 32K / 5.5 GB | 21462 | 5 |
| ...2.5 Coder 7B Instruct Bnb 4bit | 32K / 5.5 GB | 1339 | 4 |
| ...Qwen 2.5 7B Instruct V0.2410.0 | 32K / GB | 1198 | 0 |
| Qwen2.5 7B Instruct 8bit | 32K / 8.1 GB | 132 | 2 |
| Qwen2 7B Instruct Bnb 4bit | 32K / 5.5 GB | 2468 | 4 |
| ...Spanish English Asistant 16bit | 32K / 15.2 GB | 29 | 0 |
| Qwen2 7B Instruct 4bit | 32K / 4.3 GB | 292 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-7B-Instruct-GPTQ-Int4 .
Rank the Qwen2 7B Instruct GPTQ Int4 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803