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LongForm OPT 1.3B by akoksal

 »  All LLMs  »  akoksal  »  LongForm OPT 1.3B   URL Share it on

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  Arxiv:2304.08460   Autotrain compatible   Dataset:akoksal/longform   De   En   Endpoints compatible   Es   Fr   Instruct   It   Multilingual   Opt   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/akoksal/LongForm-OPT-1.3B 

LongForm OPT 1.3B Benchmarks

LLME Score: 0.08877
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LongForm OPT 1.3B (akoksal/LongForm-OPT-1.3B)
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LongForm OPT 1.3B Parameters and Internals

Model Type 
text-generation, instruction-tuning, text2text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
essay generation, recipe generation, question answering, story generation, blog post writing
Primary Use Cases:
text-generation, instruction-following, content creation
Limitations:
structured prediction tasks, hallucination problems
Additional Notes 
Smaller versions include LongForm-OPT-350M and LongForm-OPT-125M
Supported Languages 
en (proficient), multilingual (basic), de (basic), it (basic), es (basic), fr (basic)
Training Details 
Data Sources:
C4, Wikipedia, Stack Exchange, WikiHow
Methodology:
Effective Instruction Tuning with Reverse Instructions
LLM NameLongForm OPT 1.3B
Repository 🤗https://huggingface.co/akoksal/LongForm-OPT-1.3B 
Model Size1.3b
Required VRAM5.3 GB
Updated2025-08-20
Maintainerakoksal
Model Typeopt
Instruction-BasedYes
Model Files  5.3 GB
Supported Languagesen de it es fr
Model ArchitectureOPTForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.0.dev0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token</s>
End of Sentence Token</s>
Unk Token</s>
Vocabulary Size50272
Torch Data Typefloat32
Activation Functionrelu
Errorsreplace

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Rank the LongForm OPT 1.3B 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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Release v20241124
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