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Samantha 1.11 13B by cognitivecomputations

 »  All LLMs  »  cognitivecomputations  »  Samantha 1.11 13B   URL Share it on

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  Arxiv:2205.14135   Arxiv:2305.14314   Autotrain compatible Dataset:ehartford/samantha-dat...   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/cognitivecomputations/Samantha-1.11-13b 

Samantha 1.11 13B Benchmarks

LLME Score: 0.12527
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 13B (cognitivecomputations/Samantha-1.11-13b)

Samantha 1.11 13B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Samantha is designed as a conversational assistant who is also intended to act as a friend and companion.
Training Details 
Data Sources:
ShareGPT, Vicuna format
Data Volume:
6,000 conversations
Methodology:
Custom-curated dataset and special training methods like qLoRA, deepspeed zero2, and flash attention 2.
Training Time:
24 hours
Hardware Used:
4x A100 80gb
Input Output 
Input Format:
Vicuna 1.1
Accepted Modalities:
text
Output Format:
Assistant as a companion and text generator
LLM NameSamantha 1.11 13B
Repository 🤗https://huggingface.co/cognitivecomputations/Samantha-1.11-13b 
Model Size13b
Required VRAM26 GB
Updated2025-02-22
Maintainercognitivecomputations
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
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-1.11-13b.

Rank the Samantha 1.11 13B 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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