SFT Peft by skarnam

 ยป  All LLMs  ยป  skarnam  ยป  SFT Peft   URL Share it on

  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/skarnam/SFT_peft 

SFT Peft Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SFT Peft (skarnam/SFT_peft)
๐ŸŒŸ Advertise your project ๐Ÿš€

SFT Peft Parameters and Internals

LLM NameSFT Peft
Repository ๐Ÿค—https://huggingface.co/skarnam/SFT_peft 
Model Size2.6b
Required VRAM5.2 GB
Updated2025-08-17
Maintainerskarnam
Model Typegemma2
Model Files  5.0 GB: 1-of-2   0.2 GB: 2-of-2
Model ArchitectureGemma2ForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.51.1
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
Vocabulary Size256000
Torch Data Typefloat16

Best Alternatives to SFT Peft

Best Alternatives
Context / RAM
Downloads
Likes
Test8K / 5.2 GB60
SFT Fft8K / 5.2 GB50
Gemma 2 Full Dare Peft8K / 10.5 GB70
FFT Model Gemma8K / 5.2 GB50
Vera V1.1 Instruct8K / 5.2 GB50
SAFETY PEFT VECTOR8K / 10.5 GB60
SAFETY FULL FT VECTOR8K / 10.5 GB60
RESTA Sft Dare Full Ft8K / 10.5 GB50
Base Tilde Sft Peft Gemma28K / 5.2 GB60
Gemma2 Sft Peft8K / 5.2 GB70
Note: green Score (e.g. "73.2") means that the model is better than skarnam/SFT_peft.

Rank the SFT Peft Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 50728 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124