4-bit Autotrain compatible Awq Chat Conversational En Endpoints compatible Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
Qwen1.5 7B Chat AWQ Benchmarks
ARC: 54.35-43.6%
HellaSwag: 76.8-19.4%
MMLU: 61.31-29.1%
TruthfulQA: 50.17-15%
WinoGrande: 69.77-20.3%
GSM8K: 19.86-78.4%
nn.n% — How the model compares to the GPT-4.
Qwen1.5 7B Chat AWQ Parameters and Internals
| LLM Name | Qwen1.5 7B Chat AWQ |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 5.9 GB |
| Updated | 2024-07-26 |
| Maintainer | Qwen |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| AWQ Quantization | Yes |
| Quantization Type | awq |
| Model Architecture | Qwen2ForCausalLM |
| License | other |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.37.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Qwen1.5 7B Chat AWQ
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Samantha Qwen2 7B AWQ | 0.2 | 128K / 5.6 GB | 51 | 0 |
| Dolphin 2.9.2 Qwen2 7B AWQ | 0.2 | 128K / 5.6 GB | 67 | 0 |
| CodeQwen1.5 7B Chat AWQ | 0.3 | 64K / 5.3 GB | 3317 | 10 |
| CodeQwen1.5 7B AWQ | 0.2 | 64K / 5.3 GB | 88 | 2 |
| Qwen2 7B Instruct AWQ | 0.3 | 32K / 5.6 GB | 3517 | 13 |
| Qwen1.5 7B AWQ W4 G128 | 0.2 | 32K / 5.9 GB | 7 | 0 |
| Qwen2 7B Bnb 4bit | 0.3 | 128K / 5.5 GB | 6101 | 2 |
| Tantrum 16bit | 0.3 | 128K / 15.2 GB | 80 | 0 |
| Qwen2 7B Matter 0.1 Slim A | 0.2 | 128K / 15.2 GB | 13 | 2 |
| PiSSA Qwen2 7B 4bit R128 5iter | 0.2 | 128K / 5.9 GB | 48 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-7B-Chat-AWQ .
Rank the Qwen1.5 7B Chat AWQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501