IS LM 3B by acrastt

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  Arxiv:2305.14314   Autotrain compatible   Custom code Dataset:teknium/dataforge-econ...   En   Pytorch   Region:us   Safetensors   Stablelm epoch
Model Card on HF ๐Ÿค—: https://huggingface.co/acrastt/IS-LM-3B 

IS LM 3B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
IS LM 3B (acrastt/IS-LM-3B)
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IS LM 3B Parameters and Internals

Model Type 
text-generation
Supported Languages 
en (fluent)
Training Details 
Data Sources:
teknium/dataforge-economics
Methodology:
Fine-tuned for 3 epochs
Input Output 
Input Format:
USER: {prompt}
Accepted Modalities:
text
Output Format:
ASSISTANT: ...
LLM NameIS LM 3B
Repository ๐Ÿค—https://huggingface.co/acrastt/IS-LM-3B 
Model Size3b
Required VRAM5.6 GB
Updated2025-07-17
Maintaineracrastt
Model Typestablelm_epoch
Model Files  5.6 GB   5.6 GB
Supported Languagesen
Model ArchitectureStableLMEpochForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.35.0.dev0
Tokenizer ClassGPTNeoXTokenizerFast
Vocabulary Size50304
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than acrastt/IS-LM-3B.

Rank the IS LM 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124