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Ct2fast Pythia Chat Base 7B by michaelfeil

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  Ctranslate2   En   Endpoints compatible   Float16   Int8   Region:us
Model Card on HF 🤗: https://huggingface.co/michaelfeil/ct2fast-Pythia-Chat-Base-7B 

Ct2fast Pythia Chat Base 7B Benchmarks

LLME Score: 0.08389
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ct2fast Pythia Chat Base 7B (michaelfeil/ct2fast-Pythia-Chat-Base-7B)
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Ct2fast Pythia Chat Base 7B Parameters and Internals

Model Type 
Language Model
Use Cases 
Areas:
Research
Applications:
Chatbot applications, Educational tools, Creative processes
Primary Use Cases:
Dialog-based tasks, Question answering, Summarization, Extraction, Classification
Limitations:
Knowledge-based closed question answering, Unreliable in coding tasks, Repetition issues, Context switching difficulties, Creative writing limitations
Considerations:
Intended for safe deployments and understanding model biases. Not suitable for safety-critical uses.
Additional Notes 
Fast-inference available with quantization. Cose collaboration with LAION and Ontocord.ai for dataset curation.
Supported Languages 
English (Proficient)
Training Details 
Data Sources:
EleutherAI's Pythia, LAION, Ontocord.ai
Data Volume:
43 million high-quality instructions
Methodology:
Fine-tuned with a focus on dialog-style interactions and user feedback
Hardware Used:
8 x A100 GPUs
Input Output 
Input Format:
Text prompts
Accepted Modalities:
text
Output Format:
Generated text
Release Notes 
Version:
0.16
Date:
2023-05-22
Notes:
Quantized version available using int8 inference for memory and speed improvements.
LLM NameCt2fast Pythia Chat Base 7B
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-Pythia-Chat-Base-7B 
Model Size7b
Required VRAM13.7 GB
Updated2025-08-21
Maintainermichaelfeil
Model Files  13.7 GB
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Tokenizer ClassGPTNeoXTokenizer

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Note: green Score (e.g. "73.2") means that the model is better than michaelfeil/ct2fast-Pythia-Chat-Base-7B.

Rank the Ct2fast Pythia Chat Base 7B 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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