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mindchain 's Collections
Qwen 3.8 27B Draft Model
Interresting
MiMo V2.6 Distillation Lab
Imajev GGUF - vision decision models that actually load
Decision Benches
Xiaomi MiMo - RL Environments
System 1 - Decisions like a maniak
Edge
Agentic
Facebook ESM2
Cerebras - GLM
Nvidia - Realtime Speech to Speech
NVIDIA GR00T N1 - Humanoid Robotics Foundation Models
Google TranslateGemma - 55 Language Translation Models
NVIDIA Nemotron PII - Privacy & Data Protection Dataset
Unitree Z1 Arm - Dual Dexterity Manipulation Data
Unitree G1 Dex1 - Humanoid Robot Dexterity Datasets
Unitree Robotics - G1_Dex3_datasets
Unitree G1 BrainCo - Grasping & Manipulation Data
Unitree UnifoLM WMA - World Model Agent for Robotics
Hugging Face - LeRobot - Pi0 (Old Version)
LeRobot Pi0.5 - Robotics Foundation Model v0.5
Hugging Face - LeRobot - Open X-Embodiment
LeRobot SmolVLA - Compact Vision-Language-Action
LeRobot Pi0 - HuggingFace Robotics Foundation Model
Hugging Face - LeRobot - Behavior 1K
LeRobot XVLA - Cross-Embodiment Vision-Language-Action
Atlas RL - Intelligent Architecture Reinforcement Learning
Hyper Graph Reasoning - Knowledge Graphs for AI Agents
Dual RTX 6000 Build - 96GB VRAM Optimized LLMs
NVIDIA Nemotron Orchestrator - Multi-Model Routing
LeRobot Pi0Fast - Real-Time Robotics Inference
Meta RoBERTa - Pretrained NLP & Text Classification
Google Embedding Gemma - Text Embeddings for RAG
NVIDIA Physical AI - Autonomous Vehicles & Robotics
Nvidia Thor + Rasberry + Oak 4D Dual Build
Qwen3 VL Reranker - Multimodal RAG Ranking Models
Qwen3 VL Embeddings - Multimodal Vector Search
Facebook/Meta - Research Plan Dataset
NVIDIA Nemotron Content Safety - Toxicity Detection
NVIDIA Clara Medical - Healthcare & Clinical NLP
NVIDIA Clara Biology - Genomics & Protein AI
NVIDIA Clara Molecular - Drug Discovery & Chemistry
NVIDIA Clara Medical - Clinical AI & Radiology
Nvidia Nemotron RAG - Reranking
NVIDIA Nemotron Embeddings - RAG & Vector Search
NVIDIA Alpamayo-R1 - Reasoning & Physical AI Models
DiT - Diffusion Transformer for Video & Audio Gen
NVIDIA Nemotron Speech - ASR & Text-to-Speech
NVIDIA Nemotron Cascade - Multi-Stage LLM Inference
OpenAI GPT-OSS - Steering Vectors & SAE Research
Google Gemma 3 LiteRT - Mobile & Edge Optimized
NVIDIA Cosmos Reason 2 - World Model Reasoning
NVIDIA Cosmos Transfer 2.5 - Style & Domain Transfer
NVIDIA Cosmos 2 - Cosmos-Predict 2.5
Robotics - Foundation Models for Embodied AI
Edge & Smartphone - On-Device Mobile AI Models
NVIDIA NeMo Gym - RL Agent Training Datasets
NVIDIA Nemotron Safety - AI Alignment Datasets
NVIDIA Nemotron RAG Datasets - Retrieval Training
NVIDIA Nemotron VLM - Vision-Language Training Data
Google Gemma 3N - Mobile multimordal Edition
Deep Thinking - Extended Chain-of-Thought Reasoning
Small Thinking - Compact Reasoning Models for Edge
Small Coders - Lightweight Code Generation Models
Self-Correcting Delta Transformer - Adaptive LLMs
YOLO - Real-Time Object Detection Models
Meta SAM - Segment Anything Models (Image & Audio)
Affordable Coding APIs - Cost-Effective LLM Endpoints
Edge LLMs - Ultra-Compact High-Performance Models
RLM - Neuro-Symbolic Architecture - Reasonig Traces
NVIDIA Nemotron Personas - Regional Character Data
NVIDIA Nemotron Post-Training - RLHF & SFT Data
NVIDIA Nemotron Reward - RLHF & Alignment Models
NVIDIA Nemotron Pre-Training - Foundation Model Data
Embeddings - Semantic Search & RAG Vector Models
Topological Transformer - Deepseek
Edge Translation - On-Device Multilingual NLP
Deep Research - Autonomous AI Literature Review
Qwen Long Reasoning - Extended Context CoT Models
PP-StructureV3 - Document Analysis & Table OCR
OCR Models - Optical Character Recognition & Text Extraction
Circuit Sparsity - Neural Network Interpretability
IQuest LoopCoder - Iterative Code Generation Models
Text to Motion - Human Animation & Gesture AI
ASR Models - Automatic Speech Recognition & Transcription
TTS - Text-to-Speech & Voice Synthesis Models
Mobile App AI - On-Device Agents & Function Calling
Audio Segmenting - Meta SAM 3 Audio
Hybrid Attention - Efficient Transformer Architectures
NVIDIA Nemotron V3 - Post-Training Datasets
Datasets Pretraining - Nemotron V3
Open Source AI - Fully Open Weights & Training Data
Byte Level Models - Tokenizer-Free Language Models
Image to 3D - Single-Image 3D Reconstruction
Video Analysis - Action Recognition & Understanding
Deep Research Agents - Specialized Search & Reasoning
Diffusion LLMs - Non-Autoregressive Text Generation
IBM Granite - Enterprise AI & Code Generation
Video Generation - Text-to-Video & AI Synthesis
Small OCR - Lightweight Text Recognition for Edge
Graphics AI - Visual Computing & Image Synthesis
Hierarchical RL - Multi-Level Decision Making
Meta VL-JEPA - Vision-Language Prediction Models
Bread & Butter - Top Production-Ready LLMs 2025
Google Gemma Scope 2 - Neuronpedia
Haddock Custom Sparse Autodecoders
Google Gemma - Quantized
Nvidia Nemo-Gym
Reward Models
Trained
Google T5 Gemma 2
Auto Decoders
Nvidia - Nemotron - Mamba/Transformers Combo Hybride
Google FunctionGemma (Gemma 3)

Decision Benches