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 vs 96.7 (so35)-43.8%
HellaSwag: 76.8 vs 95.3 (gpt4)-19.4%
MMLU: 61.31 vs 88.3 (so35)-30.6%
TruthfulQA: 50.17 vs 59 (gpt4)-15%
WinoGrande: 69.77 vs 87.5 (gpt4)-20.3%
GSM8K: 19.86 vs 96.4 (so35)-79.4%
LLME Score: 0.26195
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)
Qwen1.5 7B Chat AWQ Parameters and Internals
| LLM Name | Qwen1.5 7B Chat AWQ |
| Repository 🤗 | https://huggingface.co/Qwen/Qwen1.5-7B-Chat-AWQ |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 5.9 GB |
| Updated | 2024-09-07 |
| 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 |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Samantha Qwen2 7B AWQ | 128K / 5.6 GB | 36 | 0 |
| Dolphin 2.9.2 Qwen2 7B AWQ | 128K / 5.6 GB | 19 | 0 |
| CodeQwen1.5 7B AWQ | 64K / 5.3 GB | 29060 | 2 |
| CodeQwen1.5 7B Chat AWQ | 64K / 5.3 GB | 705 | 11 |
| Qwen2 7B Instruct AWQ | 32K / 5.6 GB | 110610 | 17 |
| Qwen1.5 7B AWQ W4 G128 | 32K / 5.9 GB | 5 | 0 |
| Qwen2 7B Bnb 4bit | 128K / 5.5 GB | 6079 | 2 |
| 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 |
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 v2024072803