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IF AI SD PromptMkr by impactframes

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  4bit Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   En   Endpoints compatible   Llama   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/impactframes/IF_AI_SD_PromptMkr 

IF AI SD PromptMkr Benchmarks

LLME Score: 0.17994
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
IF AI SD PromptMkr (impactframes/IF_AI_SD_PromptMkr)

IF AI SD PromptMkr Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model is effective when used with IF_AI_tools for ComfyUI and IF_PromptMKr for A1111 Forge and Next platforms.
Training Details 
Data Sources:
synthetic dataset comprising over 50,000 high-quality, stable diffusion prompts
Methodology:
Trained 2x faster with Unsloth and TRL library
LLM NameIF AI SD PromptMkr
Repository 🤗https://huggingface.co/impactframes/IF_AI_SD_PromptMkr 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM0.2 GB
Updated2025-02-22
Maintainerimpactframes
Model Files  0.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|q_proj|up_proj|v_proj|k_proj|gate_proj|o_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than impactframes/IF_AI_SD_PromptMkr.

Rank the IF AI SD PromptMkr 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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Release v20241227
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