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Remote Model Interpretability

nnsight-remote-interpretability

Orchestra-Research/AI-Research-SKILLs

Guides researchers through nnsight’s tracing and activation APIs so you can inspect or modify PyTorch internals locally or via NDIF-powered remote runs on 70B+ foundation models without local GPUs.

ESM Protein Modeling Toolkit

K-Dense-AI/claude-scientific-skills

Combines ESM3 and ESM C protein language models to generate sequences, predict structures, condition functions, and extract embeddings via local or Forge API inference for protein design and engineering workflows.

Hugging Face TRL Training

hugging-face-model-trainer

sickn33/antigravity-awesome-skills

Train or fine-tune TRL-powered language models via Hugging Face Jobs, running SFT/DPO/GRPO workflows on managed cloud GPUs, auto-saving to the Hub and exporting GGUF builds without local setup.

Local LLM Deployment Mastery

local-llm-expert

sickn33/antigravity-awesome-skills

Expert guidance for private, offline local LLM inference: selecting optimal quant formats (GGUF, EXL2, AWQ), sizing VRAM/RAM, and running models with Ollama, llama.cpp, vLLM or LM Studio while keeping privacy-first deployments secure.

Domain Knowledge Extraction

bdistill-knowledge-extraction

sickn33/antigravity-awesome-skills

Extract structured, quality-scored domain knowledge from live AI sessions or local open-source models via Ollama, producing searchable reference datasets and traditional ML-ready outputs without needing extra API keys.

Hugging Face Local Eval

hugging-face-community-evals

sickn33/antigravity-awesome-skills

Run inspect-ai or lighteval evaluations on Hugging Face Hub models locally, guiding backend choice, smoke tests, and GPU fallbacks before handing off remote tasks.

Hugging Face Vision Trainer

hugging-face-vision-trainer

sickn33/antigravity-awesome-skills

Fine-tune or train object detection, classification, and SAM/SAM2 segmentation models on Hugging Face Jobs, leveraging managed GPUs, automatic dataset checks, and Hub persistence without local GPU setup.

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