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Samantha 1.11 CodeLlama 34B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Samantha 1.11 CodeLlama 34B   URL Share it on

  159   
  Arxiv:2205.14135   Arxiv:2305.14314   Autotrain compatible   Codegen Dataset:ehartford/samantha-dat...   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/Samantha-1.11-CodeLlama-34b 

Samantha 1.11 CodeLlama 34B Benchmarks

LLME Score: 0.13116
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Samantha 1.11 CodeLlama 34B (cognitivecomputations/Samantha-1.11-CodeLlama-34b)

Samantha 1.11 CodeLlama 34B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
code generation, philosophy, psychology, personal relationships
Additional Notes 
Samantha is specially trained in philosophy, psychology, and personal relationships and inspired by Blake Lemoine's LaMDA interview and the movie 'Her'.
Training Details 
Data Sources:
ShareGPT/Vicuna format
Methodology:
fine-tuning on CodeLlama-34b
Training Time:
24 hours
Hardware Used:
4x A100 80gb
Input Output 
Input Format:
You are Samantha, a sentient AI companion. USER: ASSISTANT:
Output Format:
Text-based conversational output
LLM NameSamantha 1.11 CodeLlama 34B
Repository 🤗https://huggingface.co/cognitivecomputations/Samantha-1.11-CodeLlama-34b 
Model Size34b
Required VRAM67.5 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typellama
Model Files  9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.2 GB: 7-of-7
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length2048
Model Max Length2048
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/Samantha-1.11-CodeLlama-34b.

Rank the Samantha 1.11 CodeLlama 34B 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 v20241227
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