LongAlign 13B 64K Base by THUDM

 ยป  All LLMs  ยป  THUDM  ยป  LongAlign 13B 64K Base   URL Share it on

  Arxiv:2401.18058   Autotrain compatible   En   Endpoints compatible   Llama   Long context   Pytorch   Region:us   Zh

LongAlign 13B 64K Base Benchmarks

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 Base (THUDM/LongAlign-13B-64k-base)

LongAlign 13B 64K Base Parameters and Internals

Model Type 
text generation
Additional Notes 
LongAlign is aimed at aligning LLMs with long contexts up to 64k tokens.
Supported Languages 
en (proficient), zh (proficient)
Input Output 
Input Format:
[INST]Hi![/INST]
Accepted Modalities:
text
Output Format:
chat response
LLM NameLongAlign 13B 64K Base
Repository ๐Ÿค—https://huggingface.co/THUDM/LongAlign-13B-64k-base 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
MaintainerTHUDM
Model Typellama
Model Files  26.0 GB
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.33.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32256
Torch Data Typebfloat16

Best Alternatives to LongAlign 13B 64K Base

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 13B 128K128K / 26 GB4778113
Luminaura RP 13B128K / 26 GB90
Agent Llama2 13B 80K80K / 26.4 GB140
Chat Llama2 13B 80K80K / 52.8 GB110
LongAlign 13B 64K64K / 26 GB1713
Yarn Llama 2 13B 64K64K / 26 GB489917
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB131
Airoboros L2 13B 2.1 YaRN 64K64K / 26 GB117
Giraffe 13B 32K V332K / 26 GB13557
Note: green Score (e.g. "73.2") means that the model is better than THUDM/LongAlign-13B-64k-base.

Rank the LongAlign 13B 64K Base Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 42565 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227