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Qwen1.5 7B Chat by Qwen

 »  All LLMs  »  Qwen  »  Qwen1.5 7B Chat   URL Share it on

  24476   
  Arxiv:2309.16609   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen1.5-7B-Chat 

Qwen1.5 7B Chat Benchmarks

MMLU Pro: 21.68
GPQA: 7.05
MUSR: 4.64
BBH: 22.38
IFEval: 43.71 vs 88 (so35)-50.3%
ARC: 55.89 vs 96.7 (so35)-42.2%
HellaSwag: 78.56 vs 95.3 (gpt4)-17.6%
MMLU: 61.7 vs 88.3 (so35)-30.1%
TruthfulQA: 53.65 vs 59 (gpt4)-9.1%
WinoGrande: 67.8 vs 87.5 (gpt4)-22.5%
GSM8K: 13.19 vs 96.4 (so35)-86.3%
LLME Score: 0.33027
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen1.5 7B Chat (Qwen/Qwen1.5-7B-Chat)

Qwen1.5 7B Chat Parameters and Internals

Model Type 
text-generation
Supported Languages 
languages (Multilingual), proficiency (N/A)
Training Details 
Data Sources:
Large amount of data
Methodology:
Supervised finetuning and direct preference optimization
Context Length:
32
Model Architecture:
Transformer with SwiGLU activation, attention QKV bias, group query attention, mixture of sliding window attention and full attention
Input Output 
Accepted Modalities:
text
Performance Tips:
Use the provided hyper-parameters in generation_config.json for best performance.
LLM NameQwen1.5 7B Chat
Repository 🤗https://huggingface.co/Qwen/Qwen1.5-7B-Chat 
Model Size7b
Required VRAM15.5 GB
Updated2024-12-22
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-4   4.0 GB: 2-of-4   4.0 GB: 3-of-4   3.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen1.5 7B Chat

Model
Likes
Downloads
VRAM
Qwen1.5 7B Chat GGUF11073 GB

Best Alternatives to Qwen1.5 7B Chat

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B128K / 15.4 GB11471884
Cybertron V4 Qw7B UNAMGS128K / 15.2 GB22825
Qwen2 7B128K / 15.4 GB29285147
Homer V1.0 Qwen2.5 7B128K / 15.2 GB1541
Lexora Medium 7B128K / 15.2 GB89575
Gte Qwen2 7B Instruct128K / 30.5 GB41133235
SeaLLMs V3 7B Chat128K / 15.2 GB3186946
...eCyberMix Qwen 2.5 7B Instruct128K / 15.2 GB111
Cybertron V4 Qw7B MGS128K / 15.2 GB25511
Qwen2.5 7B Olm V1.0128K / 15.2 GB322
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-7B-Chat.

Rank the Qwen1.5 7B Chat Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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