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SambaLingo Turkish Chat by sambanovasystems

 »  All LLMs  »  sambanovasystems  »  SambaLingo Turkish Chat   URL Share it on

  3120   
  Arxiv:2404.05829   Autotrain compatible   Conversational Dataset:huggingfaceh4/cai-conv... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow   Tr
Model Card on HF 🤗: https://huggingface.co/sambanovasystems/SambaLingo-Turkish-Chat 

SambaLingo Turkish Chat Benchmarks

LLME Score: 0.21894
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SambaLingo Turkish Chat (sambanovasystems/SambaLingo-Turkish-Chat)

SambaLingo Turkish Chat Parameters and Internals

Model Type 
Language Model
Use Cases 
Limitations:
Mission-critical applications, Applications that involve the safety of others, Making highly important decisions
Supported Languages 
tr (fluent), en (fluent)
Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized, HuggingFaceH4/cai-conversation-harmless
Data Volume:
42 billion tokens
Methodology:
Supervised fine-tuning and Direct Performance Optimization
Context Length:
2048
LLM NameSambaLingo Turkish Chat
Repository 🤗https://huggingface.co/sambanovasystems/SambaLingo-Turkish-Chat 
Model Size6.9b
Required VRAM13.9 GB
Updated2024-12-21
Maintainersambanovasystems
Model Typellama
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   4.0 GB: 3-of-3
Supported Languagestr en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size57344
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than sambanovasystems/SambaLingo-Turkish-Chat.

Rank the SambaLingo Turkish Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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