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Qwen1.5 32B Chat by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 32B Chat   URL Share it on

  11498   
  Arxiv:2309.16609   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-32B-Chat 

Qwen1.5 32B Chat Benchmarks

MMLU Pro: 38.41
GPQA: 7.49
MUSR: 10.2
BBH: 44.55
IFEval: 55.32 vs 88 (so35)-37.1%
ARC: 66.04 vs 96.7 (so35)-31.7%
HellaSwag: 85.49 vs 95.3 (gpt4)-10.3%
MMLU: 74.99 vs 88.3 (so35)-15.1%
TruthfulQA: 66.95 vs 59 (gpt4)13.5%
WinoGrande: 77.19 vs 87.5 (gpt4)-11.8%
GSM8K: 7.05 vs 96.4 (so35)-92.7%
MATH Lvl 5: 7.18
LLME Score: 0.35244
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 32B Chat (Qwen/Qwen1.5-32B-Chat)

Qwen1.5 32B Chat Parameters and Internals

Model Type 
text-generation, chat
Additional Notes 
Stable support of 32K context length for models of all sizes. No need of 'trust_remote_code'.
Supported Languages 
multilingual ()
Training Details 
Methodology:
supervised finetuning and direct preference optimization
Context Length:
32000
Model Architecture:
Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, mixture of sliding window attention and full attention.
Input Output 
Input Format:
tokenized input using the tokenizer
Accepted Modalities:
text
Output Format:
text response generation
Performance Tips:
If you encounter code switching or other undesirable results, use provided hyper-parameters in 'generation_config.json'.
LLM NameQwen1.5 32B Chat
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-32B-Chat 
Model Size32b
Required VRAM65.5 GB
Updated2024-12-30
MaintainerQwen
Model Typeqwen2
Model Files  3.9 GB: 1-of-17   3.9 GB: 2-of-17   3.9 GB: 3-of-17   3.9 GB: 4-of-17   3.9 GB: 5-of-17   3.9 GB: 6-of-17   3.9 GB: 7-of-17   3.9 GB: 8-of-17   3.9 GB: 9-of-17   3.9 GB: 10-of-17   3.9 GB: 11-of-17   3.9 GB: 12-of-17   3.9 GB: 13-of-17   3.9 GB: 14-of-17   3.9 GB: 15-of-17   3.9 GB: 16-of-17   3.1 GB: 17-of-17
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen1.5 32B Chat

Model
Likes
Downloads
VRAM
Qwen1.5 32B Chat AWQ175521 GB
Qwen1.5 32B Chat 4bit31554 GB
Qwen1.5 32B Chat 8bit11254 GB

Best Alternatives to Qwen1.5 32B Chat

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Openbuddy Qwq 32B V24.1 200K195K / 65.8 GB501
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Qwen2.5 32B128K / 65.5 GB2344658
Ultiima 32B128K / 65.8 GB263
...wen2.5 32B Inst BaseMerge TIES128K / 65.8 GB763
...wen2.5 32B Inst BaseMerge TIES128K / 65.8 GB531
Franqwenstein 35B128K / 69.8 GB1617
EVA Qwen2.5 32B V0.2128K / 65.8 GB261045
EVA Qwen2.5 32B V0.0128K / 65.8 GB130324
EVA Qwen2.5 32B V0.1128K / 65.8 GB127814
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-32B-Chat.

Rank the Qwen1.5 32B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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