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Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit by animaRegem

 »  All LLMs  »  animaRegem  »  Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/g... Base model:unsloth/gemma-7b-bn...   Bitsandbytes   En   Endpoints compatible   Gemma   Instruct   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/animaRegem/gemma-7b-alpaca-instruct-malayalam-model-vllm-4bit 

Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit Benchmarks

LLME Score: 0.19547
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit (animaRegem/gemma-7b-alpaca-instruct-malayalam-model-vllm-4bit)

Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
Uploaded model developed by animaRegem. Finetuned from unsloth/gemma-7b-bnb-4bit
Training Details 
Methodology:
Trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameGemma 7B Alpaca Instruct Malayalam Model Vllm 4bit
Repository 🤗https://huggingface.co/animaRegem/gemma-7b-alpaca-instruct-malayalam-model-vllm-4bit 
Base Model(s)  Gemma 7B Bnb 4bit   unsloth/gemma-7b-bnb-4bit
Model Size7b
Required VRAM5.6 GB
Updated2024-12-22
MaintaineranimaRegem
Model Typegemma
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.40.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than animaRegem/gemma-7b-alpaca-instruct-malayalam-model-vllm-4bit.

Rank the Gemma 7B Alpaca Instruct Malayalam Model Vllm 4bit 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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