Arxiv:2309.16609 4-bit Autotrain compatible Awq Chat Conversational En Endpoints compatible Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
Qwen1.5 14B Chat AWQ Benchmarks
ARC: 58.7 vs 96.7 (so35)-39.3%
HellaSwag: 82.27 vs 95.3 (gpt4)-13.7%
MMLU: 68.57 vs 88.3 (so35)-22.3%
TruthfulQA: 60.36 vs 59 (gpt4)2.3%
WinoGrande: 73.09 vs 87.5 (gpt4)-16.5%
GSM8K: 30.63 vs 96.4 (so35)-68.2%
LLME Score: 0.27253
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 14B Chat AWQ Parameters and Internals
| LLM Name | Qwen1.5 14B Chat AWQ |
| Repository 🤗 | https://huggingface.co/Qwen/Qwen1.5-14B-Chat-AWQ |
| Base Model(s) | |
| Model Size | 14b |
| Required VRAM | 9.7 GB |
| Updated | 2024-10-18 |
| 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 | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Qwen1.5 14B Chat AWQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 14B Instruct AWQ | 32K / 10 GB | 41521 | 8 |
| ...ilor 14B Chat AWQ 4bit Smashed | 32K / 9.7 GB | 5 | 0 |
| ...gent DPO 16K AWQ 4bit 20240531 | 32K / 9.7 GB | 7 | 1 |
| Qwen2.5 14B Bnb 4bit | 128K / 9.9 GB | 3820 | 3 |
| Qwen2.5 14B Instruct Bnb 4bit | 32K / 9.9 GB | 6814 | 0 |
| Qwen1.5 14B Chat 4bit | 32K / 9.1 GB | 2 | 1 |
| Qwen1.5 14B Chat 8bpw H8 EXL2 | 32K / 15 GB | 10 | 1 |
| Qwen1.5 14B Chat 5bpw EXL2 | 32K / 10.1 GB | 2 | 1 |
| Qwen2.5 14B | 128K / 29.6 GB | 19353 | 25 |
| SuperNova Medius | 128K / 29.7 GB | 3081 | 116 |
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-14B-Chat-AWQ .
Rank the Qwen1.5 14B Chat AWQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803