Lora Model by HadjYahia

 ยป  All LLMs  ยป  HadjYahia  ยป  Lora Model   URL Share it on

  4bit Base model:finetune:unsloth/ge... Base model:unsloth/gemma-7b-bn...   En   Endpoints compatible   Gemma   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth

Lora Model Benchmarks

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

Lora Model Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This gemma model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameLora Model
Repository ๐Ÿค—https://huggingface.co/HadjYahia/lora_model 
Base Model(s)  Gemma 7B Bnb 4bit   unsloth/gemma-7b-bnb-4bit
Model Size7b
Required VRAM0.2 GB
Updated2024-11-21
MaintainerHadjYahia
Model Files  0.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|up_proj|q_proj|k_proj|v_proj|gate_proj|o_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Lora Model (HadjYahia/lora_model)

Best Alternatives to Lora Model

Best Alternatives
Context / RAM
Downloads
Likes
Qwen 2.1 7B Persona Lora Model0K / 0.2 GB01
Qwen2.5 7B Exp2 Lora Model0K / 0.2 GB01
Qwen 2.5 7B Rp Lora0K / 0.2 GB01
Text Completion0K / 2.4 GB01
Cognitive Hacker0.20K / 0.2 GB01
Cognitive Hacker0K / 0.2 GB01
Mistral 7B Bnb 4bit Lora Model0K / 0.2 GB01
Mistral Sharegpt90k0K / 0.2 GB310
Swahili Gemma Lora0K / 0.2 GB02
Gemma Swahili Mollel 1 Epoch0K / 0.2 GB02
Note: green Score (e.g. "73.2") means that the model is better than HadjYahia/lora_model.

Rank the Lora Model 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? 38149 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110