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Galactica 30B Evol Instruct 70K by GeorgiaTechResearchInstitute

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Galactica 30B Evol Instruct 70K is an open-source language model by GeorgiaTechResearchInstitute. Features: 30b LLM, VRAM: 60.1GB, Context: 2K, License: cc-by-nc-4.0, Instruction-Based, LLM Explorer Score: 0.09.

  Arxiv:2304.12244   Alpaca   Autotrain compatible Dataset:wizardlm/wizardlm evol...   Galactica   Instruct   Opt   Region:us   Safetensors   Sharded   Tensorflow   Wizardlm
Model Card on HF 🤗: https://huggingface.co/GeorgiaTechResearchInstitute/galactica-30b-evol-instruct-70k 

Galactica 30B Evol Instruct 70K Benchmarks

LLME Score: 0.09432
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Galactica 30B Evol Instruct 70K (GeorgiaTechResearchInstitute/galactica-30b-evol-instruct-70k)
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Galactica 30B Evol Instruct 70K Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
scientific research
Primary Use Cases:
language model in scientific domain
Limitations:
potential to produce inaccurate information
Considerations:
Caution against production use without safeguards.
Additional Notes 
Model is designed for scientific tasks.
Training Details 
Data Sources:
scientific corpus, open-access scientific text, Evol-Instruct-70k dataset
Data Volume:
106 billion tokens
Methodology:
Fine-tuning using Evol-Instruct framework
Context Length:
1024
Training Time:
196 hours
Hardware Used:
16 A100 80GB GPUs
Input Output 
Input Format:
Instruction-response
Accepted Modalities:
text
Output Format:
Text
LLM NameGalactica 30B Evol Instruct 70K
Repository 🤗https://huggingface.co/GeorgiaTechResearchInstitute/galactica-30b-evol-instruct-70k 
Model Size30b
Required VRAM60.1 GB
Updated2025-10-01
MaintainerGeorgiaTechResearchInstitute
Model Typeopt
Instruction-BasedYes
Model Files  9.8 GB: 1-of-7   9.9 GB: 2-of-7   9.9 GB: 3-of-7   9.9 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   0.8 GB: 7-of-7
Model ArchitectureOPTForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size50000
Torch Data Typebfloat16
Activation Functiongelu

Quantized Models of the Galactica 30B Evol Instruct 70K

Model
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VRAM
...ica 30B Evol Instruct 70K GPTQ112216 GB

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Rank the Galactica 30B Evol Instruct 70K 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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