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Digital Socrates 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Digital Socrates 13B GPTQ   URL Share it on

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  Arxiv:2311.09613   4-bit   Autotrain compatible Base model:allenai/digital-soc... Base model:quantized:allenai/d...   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/digital-socrates-13B-GPTQ 

Digital Socrates 13B GPTQ Benchmarks

LLME Score: 0.14542
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Digital Socrates 13B GPTQ (TheBloke/digital-socrates-13B-GPTQ)

Digital Socrates 13B GPTQ Parameters and Internals

Model Type 
text generation, explanation-critiquing
Use Cases 
Areas:
explanation-critiquing, educational insights
Applications:
automatic explanation evaluation
Primary Use Cases:
revealing insights about student models by examining reasoning chains
Limitations:
May not generalize well beyond its primary domain.
Considerations:
The model evaluates explanations and provides feedback based on predefined templates and criteria; users should be cautious in overly relying on scores without further examination.
Additional Notes 
It remains an open-source model providing insights without expensive API calls or human annotations.
Supported Languages 
English (proficient)
Training Details 
Methodology:
Fine-tuned from Llama-2-13b-Chat
Context Length:
4096
Hardware Used:
Massed Compute
Model Architecture:
Llama
Input Output 
Input Format:
[INST] <> {system_message} <> {prompt} [/INST]
Accepted Modalities:
text
Output Format:
textual response
LLM NameDigital Socrates 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/digital-socrates-13B-GPTQ 
Model NameDigital Socrates 13B
Model CreatorAllen Institute for AI
Base Model(s)  Digital Socrates 13B   allenai/digital-socrates-13b
Model Size13b
Required VRAM7.3 GB
Updated2025-02-22
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32001
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/digital-socrates-13B-GPTQ.

Rank the Digital Socrates 13B GPTQ 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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