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Qwen1.5 110B Chat 8bit by mlx-community

 »  All LLMs  »  mlx-community  »  Qwen1.5 110B Chat 8bit   URL Share it on

  14   
  8bit   Chat   Conversational   En   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen1.5-110B-Chat-8bit 

Qwen1.5 110B Chat 8bit Benchmarks

ARC: 72.01 vs 96.7 (so35)-25.5%
HellaSwag: 84.67 vs 95.3 (gpt4)-11.2%
MMLU: 78.04 vs 88.3 (so35)-11.6%
TruthfulQA: 65.86 vs 59 (gpt4)11.6%
WinoGrande: 77.35 vs 87.5 (gpt4)-11.6%
GSM8K: 30.1 vs 96.4 (so35)-68.8%
LLME Score: 0.2042
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 110B Chat 8bit (mlx-community/Qwen1.5-110B-Chat-8bit)

Qwen1.5 110B Chat 8bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was converted to MLX format using mlx-lm version 0.12.0.
LLM NameQwen1.5 110B Chat 8bit
Repository 🤗https://huggingface.co/mlx-community/Qwen1.5-110B-Chat-8bit 
Base Model(s)  Qwen/Qwen1.5-110B-Chat   Qwen/Qwen1.5-110B-Chat
Model Size110b
Required VRAM179.8 GB
Updated2024-12-26
Maintainermlx-community
Model Typeqwen2
Model Files  5.4 GB: 1-of-12   5.2 GB: 1-of-23   5.4 GB: 2-of-12   5.3 GB: 2-of-23   5.3 GB: 3-of-12   5.3 GB: 3-of-23   5.3 GB: 4-of-12   5.2 GB: 4-of-23   5.3 GB: 5-of-12   5.3 GB: 5-of-23   5.3 GB: 6-of-12   5.3 GB: 6-of-23   5.3 GB: 7-of-12   5.2 GB: 7-of-23   5.3 GB: 8-of-12   5.3 GB: 8-of-23   5.3 GB: 9-of-12   5.3 GB: 9-of-23   5.3 GB: 10-of-12   5.2 GB: 10-of-23   5.3 GB: 11-of-12   5.3 GB: 11-of-23   3.7 GB: 12-of-12   5.3 GB: 12-of-23   5.2 GB: 13-of-23   5.3 GB: 14-of-23   5.3 GB: 15-of-23   5.2 GB: 16-of-23   5.3 GB: 17-of-23   5.3 GB: 18-of-23   5.2 GB: 19-of-23   5.3 GB: 20-of-23   5.3 GB: 21-of-23   5.2 GB: 22-of-23   1.8 GB: 23-of-23
Supported Languagesen
Quantization Type8bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen1.5-110B-Chat-8bit.

Rank the Qwen1.5 110B Chat 8bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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