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T Lite Instruct 0.1 by AnatoliiPotapov

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Ru   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AnatoliiPotapov/T-lite-instruct-0.1 

T Lite Instruct 0.1 Benchmarks

LLME Score: 0.23505
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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T Lite Instruct 0.1 Parameters and Internals

Model Type 
Instruct, Fine-tuning model
Additional Notes 
Designed for further fine-tuning and not as a fully ready conversational assistant.
Supported Languages 
Russian (Full), English (Limited)
Training Details 
Data Sources:
Open Source English-language datasets, Translations of English-language datasets through machine translation, Synthetic grounded QA contexts
Methodology:
Responses generated by strong models; Preference tuning using RM and SPiN/SLiC-HF
Input Output 
Input Format:
Structured chat input using role & content.
Accepted Modalities:
Text
Output Format:
Text responses tailored to instruct contexts.
Performance Tips:
Ensure fine-tuning and oversight for specific applications.
LLM NameT Lite Instruct 0.1
Repository 🤗https://huggingface.co/AnatoliiPotapov/T-lite-instruct-0.1 
Model Size8b
Required VRAM16.1 GB
Updated2025-06-11
MaintainerAnatoliiPotapov
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesru
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128259
Torch Data Typebfloat16
T Lite Instruct 0.1 (AnatoliiPotapov/T-lite-instruct-0.1)

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Zero Llama 3.1 8B Beta61048K / 16.1 GB14161
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB207045
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB952
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB133
Note: green Score (e.g. "73.2") means that the model is better than AnatoliiPotapov/T-lite-instruct-0.1.

Rank the T Lite Instruct 0.1 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 v20241124
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