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LongForm OPT 350M by akoksal

 »  All LLMs  »  akoksal  »  LongForm OPT 350M   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-350M 

LongForm OPT 350M Benchmarks

LLME Score: 0.10396
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LongForm OPT 350M (akoksal/LongForm-OPT-350M)

LongForm OPT 350M Parameters and Internals

Model Type 
instruction-tuning, text-generation-inference, text2text-generation
Additional Notes 
Focuses on long text generation; may have hallucination issues.
Supported Languages 
en (full_proficiency), multilingual (partial_proficiency), de (partial_proficiency), it (partial_proficiency), es (partial_proficiency), fr (partial_proficiency)
Training Details 
Data Sources:
C4, Wikipedia, Stack Exchange, WikiHow
Methodology:
reverse instructions
Input Output 
Input Format:
Prompts with 'EOI' to indicate end of instruction
Accepted Modalities:
text
Output Format:
Text outputs
LLM NameLongForm OPT 350M
Repository 🤗https://huggingface.co/akoksal/LongForm-OPT-350M 
Model Size350m
Required VRAM1.3 GB
Updated2025-02-22
Maintainerakoksal
Model Typeopt
Instruction-BasedYes
Model Files  1.3 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

Best Alternatives to LongForm OPT 350M

Best Alternatives
Context / RAM
Downloads
Likes
Aira OPT 350M2K / 0 GB1320
Opt 350M Instruct2K / 1.3 GB6304
Chat Opt 350M Reward Deepspeed2K / 0.7 GB5517
...speed Chat Step2 Model Opt350m2K / 0.7 GB2241
Note: green Score (e.g. "73.2") means that the model is better than akoksal/LongForm-OPT-350M.

Rank the LongForm OPT 350M Capabilities

🆘 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! 🌟

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 v20241227
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