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Galactica 30B Evol Instruct 70K GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Galactica 30B Evol Instruct 70K GPTQ   URL Share it on

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  Arxiv:2304.12244   4-bit   Alpaca   Autotrain compatible Dataset:wizardlm/wizardlm evol...   Galactica   Gptq   Instruct   Opt   Quantized   Region:us   Safetensors   Wizardlm
Model Card on HF 🤗: https://huggingface.co/TheBloke/galactica-30B-evol-instruct-70K-GPTQ 

Galactica 30B Evol Instruct 70K GPTQ Benchmarks

LLME Score: 0.09278
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 GPTQ (TheBloke/galactica-30B-evol-instruct-70K-GPTQ)
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Galactica 30B Evol Instruct 70K GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research
Applications:
Scientific computing
Primary Use Cases:
Research in language models applied to scientific domains
Limitations:
Not suitable for production use without safeguards due to potential inaccuracies
Considerations:
Ensure proper verification of generated information for scientific accuracy.
Additional Notes 
Quantised to 4bit for improved efficiency.
Training Details 
Data Sources:
WizardLM/WizardLM_evol_instruct_70k
Data Volume:
106 billion tokens
Methodology:
Fine-tuned using the Evol-Instruct framework.
Context Length:
1024
Training Time:
196 hours using 16 A100 80GB GPUs
Hardware Used:
16 A100 80GB GPUs
Model Architecture:
GPT-Q (quantized to 4bit)
Input Output 
Input Format:
### Instruction: prompt ### Response:
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use device='cuda:0' for better performance.
LLM NameGalactica 30B Evol Instruct 70K GPTQ
Repository 🤗https://huggingface.co/TheBloke/galactica-30B-evol-instruct-70K-GPTQ 
Base Model(s)  ...alactica 30B Evol Instruct 70K   GeorgiaTechResearchInstitute/galactica-30b-evol-instruct-70k
Model Size30b
Required VRAM16.3 GB
Updated2025-09-23
MaintainerTheBloke
Model Typeopt
Instruction-BasedYes
Model Files  16.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureOPTForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size50000
Torch Data Typebfloat16
Activation Functiongelu

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/galactica-30B-evol-instruct-70K-GPTQ.

Rank the Galactica 30B Evol Instruct 70K GPTQ 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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