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LongAlign 13B 64K GPTQ by MaziyarPanahi

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  Arxiv:2401.18058   4-bit   Autotrain compatible Base model:finetune:thudm/long... Base model:thudm/longalign-13b...   Dataset:thudm/longalign-10k   En   Endpoints compatible   Finetuned   Gptq   Llama   Long context   Pytorch   Quantized   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/LongAlign-13B-64k-GPTQ 

LongAlign 13B 64K GPTQ Benchmarks

LLME Score: 0.1751
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LongAlign 13B 64K GPTQ (MaziyarPanahi/LongAlign-13B-64k-GPTQ)

LongAlign 13B 64K GPTQ Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (Long Context), zh (Long Context)
LLM NameLongAlign 13B 64K GPTQ
Repository 🤗https://huggingface.co/MaziyarPanahi/LongAlign-13B-64k-GPTQ 
Model NameLongAlign-13B-64k-GPTQ
Model CreatorTHUDM
Base Model(s)  LongAlign 13B 64K   THUDM/LongAlign-13B-64k
Model Size13b
Required VRAM7.3 GB
Updated2024-12-21
MaintainerMaziyarPanahi
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/LongAlign-13B-64k-GPTQ.

Rank the LongAlign 13B 64K GPTQ 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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