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somersetent 's Collections
2-bit Quantization
3-bit Quantization
4-bit Quantization
5-bit Quantization
6-bit Quantization
8-bit Quantization
Activation-aware Weight Quantization (AWQ)
Agentic Generative AI
Agentic Reproducibility Assessment (ARA)
Anti-slop
Audio-to-Audio (A2A)
Audio-to-Video (A2V)
Automatic-Speech-Recognition (ASR)
Bitnet
Captioning/Captioner
Coding/Coder
Creative Writing/Creative Writer
Cybersecurity
Derestricted
Diffusers/Diffusion
Distillation/Distilled
Embedding/Embed
Fine-tuning/Fine-tuned
Goetia
GPT-Generated Unified Format (GGUF)
GPTQ
Graph Machine Learning
Hallucination-Detection
Heretic-Abliteration
i1 (llama.cpp and HuggingFace Community)
Image Feature Extraction
Image-to-Image (I2I)
Image-to-Text (I2T)
Image-to-Video (I2V)
Importance Matrix (Imatrix)
Instruct
LLM-as-a-Judge
Low-Rank Adaptation (LoRA)
Masked Token Prediction (MTP)
Mixture of Experts (MoE)
MLX (Apple Silicon)
Multilingual
Multimodal
Not-For-All-Audiences
Not Safe For Work (NSFW)
On-Device
Quantization/Quantized
Role-Play (RP)
Router-weighted Expert Activation Pruning (REAP)
Speech Language Model (Speech LMs)
Text Embeddings Inference
Text Generation Inference
Text-to-Audio (T2A)
Text-to-Image (T2I)
Text-to-Music (T2M)
Text-to-Speech (TTS)
Text-to-Text (T2T)
Text-to-Video (T2V)
Translation
UI-Generation
Ultra
Uncensored-Decensored
Uncensored-Erotica
Unlimited
Video-to-Audio (V2A)
Video-to-Video (V2V)
Vision-Language (VL)
Voice-Agent
Voice Cloning
Wordstorm
Zero-Shot Image Classification
AllenAI-Open Language Models (OLMs)
Alibaba-Tongyi-Qwen
Anthropic-Claude
ByteDance-Seed
DeepSeek
HuggingFace-SmolLM
IBM-Granite
Lightricks-LTX-Studio
LiquidAI-LFM2
Google-Gemma
Meta-Llama
Microsoft-Phi
MistralAI-Mistral NeMo
MoonshotAI-Kimi-K
NousResearch-Hermes
NVIDIA-Nemotron
OpenAI-GPT-OSS
Xiaomi-MiMo
Z.ai-GLM

Graph Machine Learning

Graph machine learning for generative AI uses Graph Neural Networks (GNNs) and geometric deep learning to model complex relational data.