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Zephyr Gemma 7B Telugu by bharadwajswarna

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  Autotrain compatible   Conversational Dataset:telugu-llm-labs/telugu... Dataset:telugu-llm-labs/telugu...   Endpoints compatible   Gemma   Instruct   Region:us   Safetensors   Sharded   Te   Tensorflow

Zephyr Gemma 7B Telugu Benchmarks

LLME Score: 0.19237
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr Gemma 7B Telugu Parameters and Internals

Additional Notes 
The model is not yet aligned via DPO in Telugu. The work with the DPO is still in progress.
Supported Languages 
primary (Telugu), other ()
Training Details 
Data Sources:
Telugu-LLM-Labs/telugu_teknium_GPTeacher_general_instruct_filtered_romanized, Telugu-LLM-Labs/telugu_alpaca_yahma_cleaned_filtered_romanized
Methodology:
SFT (Supervised Fine-Tuning)
LLM NameZephyr Gemma 7B Telugu
Repository 🤗https://huggingface.co/bharadwajswarna/Zephyr-Gemma-7B-Telugu 
Model Size7b
Required VRAM17.1 GB
Updated2024-11-21
Maintainerbharadwajswarna
Model Typegemma
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4
Supported Languageste
Model ArchitectureGemmaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.38.0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Zephyr Gemma 7B Telugu (bharadwajswarna/Zephyr-Gemma-7B-Telugu)

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Note: green Score (e.g. "73.2") means that the model is better than bharadwajswarna/Zephyr-Gemma-7B-Telugu.

Rank the Zephyr Gemma 7B Telugu 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 v20241110
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