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Qwen2 72B Instruct AWQ by Qwen

 »  All LLMs  »  Qwen  »  Qwen2 72B Instruct AWQ   URL Share it on

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  Arxiv:2309.00071   4-bit   Autotrain compatible   Awq Base model:quantized:qwen/qwen... Base model:qwen/qwen2-72b-inst...   Chat   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2-72B-Instruct-AWQ 

Qwen2 72B Instruct AWQ Benchmarks

LLME Score: 0.27654
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 72B Instruct AWQ (Qwen/Qwen2-72B-Instruct-AWQ)

Qwen2 72B Instruct AWQ Parameters and Internals

Model Type 
text generation
Additional Notes 
For handling long texts, YARN technique is recommended.
Training Details 
Methodology:
Pretrained with a large amount of data and post-trained with supervised finetuning and direct preference optimization.
Context Length:
131072
Model Architecture:
Transformer architecture with SwiGLU activation, attention QKV bias, group query attention, etc. Includes an improved tokenizer adaptive to multiple natural languages and codes.
LLM NameQwen2 72B Instruct AWQ
Repository 🤗https://huggingface.co/Qwen/Qwen2-72B-Instruct-AWQ 
Base Model(s)  Qwen2 72B Instruct   Qwen/Qwen2-72B-Instruct
Model Size72b
Required VRAM41.6 GB
Updated2024-12-26
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  3.9 GB: 1-of-11   3.9 GB: 2-of-11   4.0 GB: 3-of-11   4.0 GB: 4-of-11   3.9 GB: 5-of-11   4.0 GB: 6-of-11   4.0 GB: 7-of-11   3.9 GB: 8-of-11   4.0 GB: 9-of-11   3.5 GB: 10-of-11   2.5 GB: 11-of-11
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

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Qwen2.5 72B Instruct Bnb 4bit32K / 41.4 GB68793
Athene V2 Chat 4.65bpw H6 EXL232K / 44.3 GB976
Qwen2.5 72B Instruct 8bit32K / 77.1 GB914
Qwen2 72B Instruct Bnb 4bit32K / 41.2 GB3617
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-72B-Instruct-AWQ.

Rank the Qwen2 72B Instruct AWQ 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 v20241227
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