Qwen1.5 14B Chat 4bit 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: 0.21873
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 4bit Parameters and Internals
| LLM Name | Qwen1.5 14B Chat 4bit |
| Repository 🤗 | https://huggingface.co/mlx-community/Qwen1.5-14B-Chat-4bit |
| Base Model(s) | |
| Model Size | 14b |
| Required VRAM | 9.1 GB |
| Updated | 2024-09-07 |
| Maintainer | mlx-community |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | other |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.38.2 |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen1.5 14B Chat 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen1.5 14B Chat 8bpw H8 EXL2 | 32K / 15 GB | 12 | 1 |
| Qwen1.5 14B Chat 5bpw EXL2 | 32K / 10.1 GB | 11 | 1 |
| Qwen1.5 14B Chat | 32K / 28.3 GB | 24217 | 108 |
| Qwen1.5 14B | 32K / 28.3 GB | 17488 | 36 |
| Qwen1.5 14B Chat AWQ | 32K / 9.7 GB | 18470 | 20 |
| Liberated Qwen1.5 14B | 32K / 28.4 GB | 7083 | 18 |
| ...penbuddy Qwen1.5 14B V21.1 32K | 32K / 28.4 GB | 1997 | 0 |
| Qwen1.5 14B Chat GGUF | 32K / 6.1 GB | 6529 | 4 |
| Quyen Pro V0.1 | 32K / 28.4 GB | 2046 | 10 |
| ESC Role | 32K / 28.3 GB | 68 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen1.5-14B-Chat-4bit .
Rank the Qwen1.5 14B Chat 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803