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Gemma 2B It Sft by date3k2

 »  All LLMs  »  date3k2  »  Gemma 2B It Sft   URL Share it on

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  Adapter Base model:adapter:google/gemm... Base model:google/gemma-1.1-2b...   Conversational   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Trl   Vi
Model Card on HF 🤗: https://huggingface.co/date3k2/gemma-2b-it-sft 

Gemma 2B It Sft Benchmarks

LLME Score: 0.18907
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2B It Sft (date3k2/gemma-2b-it-sft)

Gemma 2B It Sft Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model trained with specific hyperparameters: learning_rate: 0.0002, train_batch_size: 4, eval_batch_size: 8, optimizer: Adam with betas=(0.9,0.999), and a linear lr_scheduler.
Supported Languages 
vi (Vietnamese)
LLM NameGemma 2B It Sft
Repository 🤗https://huggingface.co/date3k2/gemma-2b-it-sft 
Base Model(s)  google/gemma-1.1-2b-it   google/gemma-1.1-2b-it
Model Size2b
Required VRAM0.3 GB
Updated2024-11-27
Maintainerdate3k2
Model Files  0.3 GB   0.0 GB
Supported Languagesvi
Model ArchitectureAdapter
Licensegemma
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|down_proj|v_proj|q_proj|up_proj|o_proj|k_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than date3k2/gemma-2b-it-sft.

Rank the Gemma 2B It Sft Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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