Fine-tuning

Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only, or full fine-tuning.

NVIDIA/skills

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.

google/skills

Agent Platform Model Tuning. An agent skill from google/skills.

google/skills

The animalora programmatic façade for embedders — namespaces and lazy re-exports, the request-driven GenerationRequest inference path, adapter family from checkpoint metadata, and ANIMAHOME path…

sorryhyun/anima_lora

Finetune a pretrained KERMT encoder on a labeled CSV. An agent skill from NVIDIA/skills.

NVIDIA/skills

Plan, configure, and chain repo-native Nemotron customization steps into single-step or multi-step pipelines: curation, translation, SFT/PEFT (AutoModel or Megatron-Bridge), pretraining/CPT, RL…

NVIDIA/skills

Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.

sickn33/agentic-awesome-skills

Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA.

sickn33/agentic-awesome-skills

Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.

sickn33/agentic-awesome-skills

Fine-tune and post-train LLMs with Unsloth Core on a single consumer GPU: VRAM sizing, LoRA/QLoRA, GRPO/DPO, chat-template correctness, and GGUF export.

sickn33/agentic-awesome-skills

Manages and orchestrates prompts in Agent Platform. An agent skill from google/skills.

google/skills

Generates a Gemini LiveAPI client service class in the user's chosen programming language.

google/skills

A skill your agent uses when you need a runnable PyTorch training repo for a medical-imaging task (segmentation, classification, detection, synthesis, self-supervised, or fine-tuning a pretrained…

Aperivue/medsci-skills

Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock.

awslabs/agent-plugins

Design/audit imaging truth, readers, ROI geometry, reproducibility and label noise; not model training.

huang-sir1/radiology-skills

Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers.

ynulihao/AgentSkillOS

A skill your agent uses when optimising Largest Contentful Paint (LCP), reducing render-blocking resource contention, or fine-tuning resource loading order in the critical rendering path.

thedaviddias/Front-End-Checklist

Run Guaardvark's five-role Film Crew locally: screenwriter, casting (Cast Library LoRAs), cinematographer storyboards, keyframe renders, editor.

guaardvark/guaardvark

Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8.

wshobson/agents

The LoRA-family three-axis routing surface (usemoestyle / routeperlayer / routersource) — the variant matrix, per-variant module details (LoRA/T-LoRA/Hydra), and GlobalRouter mechanics.

sorryhyun/anima_lora

Fine-tune a manifest-backed GR00T or openpi remote Task on compatible LeRobot data.

NVIDIA/skills

Run predictions with a finetuned KERMT checkpoint on a SMILES-only CSV.

NVIDIA/skills

Manages GenAI tuning jobs in Agent Platform. An agent skill from google/skills.

google/skills

Select models, prepare exact training inputs, estimate costs, launch and inspect Overmind fine-tuning jobs.

overmind-core/overmind

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing.

AI4Scientist/nano-scientist

Run a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locally

ruvnet/ruflo

Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and…

NVIDIA/skills

Finetune a pretrained KERMT encoder on a labeled CSV. An agent skill from NVIDIA-BioNeMo/bionemo-agent-toolkit.

NVIDIA-BioNeMo/bionemo-agent-toolkit

Train a custom anime LoRA on the ANIMA base model with Citron's local Gradio trainer (kohya sd-scripts), <6GB VRAM, character/style LoRAs; covers setup, dataset prep, training params, and using the…

artokun/comfyui-mcp

Debug a WRONG or imperfect render (not a hard error) by inspecting inputs and intermediate steps with run-to-node.

artokun/comfyui-mcp

Build Baidu ERNIE-Image / ERNIE-Image-Turbo workflows, primarily TEXT-TO-IMAGE.

artokun/comfyui-mcp

Build Flux txt2img workflows with Flux.1 Dev (SRPO), Flux 2 Klein 9B, Turbo LoRAs, FluxGuidance, and DualCLIPLoader patterns

artokun/comfyui-mcp

Build MiniMax H3 (Hailuo) local video workflows with native T2V/I2V/R2V nodes, Comfy-Org INT8 weights, turbo LoRAs for 8GB VRAM, 15-second stereo-audio clips, and the official MiniMax prompting…

artokun/comfyui-mcp

Model family compatibility matrix covering loaders, resolutions, samplers, CFG, VAE, ControlNet, and LoRA compatibility for SD 1.5, SDXL, Flux, SD3, and video models

artokun/comfyui-mcp

Curated download URLs and target directories, organized by family (Flux, WAN, LTX, Qwen, Z-Image, SD15/SDXL), for every model the comfyui-mcp skills reference, covering checkpoints, VAEs, text…

artokun/comfyui-mcp

Build Qwen Image Edit workflows covering model loading, conditioning, LoRAs, prompt patterns, and XY plot testing

artokun/comfyui-mcp

Build Qwen Image 2512 text-to-image workflows with QwenImageIntegratedKSampler, separate component loading, lightning LoRAs, and fine-tuned model variants

artokun/comfyui-mcp

Train a character/identity LoRA locally on FLUX.1-dev via the comfyui-mcp train tools (GPU Docker + ostris ai-toolkit).

artokun/comfyui-mcp

Extend / continue a video temporally with Pusa 2.2 in ComfyUI.

artokun/comfyui-mcp

Build WAN 2.2 First-Last-Frame video workflows. An agent skill from artokun/comfyui-mcp.

artokun/comfyui-mcp

Build WAN 2.2 Text-to-Video workflows. An agent skill from artokun/comfyui-mcp.

artokun/comfyui-mcp

Build Z-Image txt2img workflows. An agent skill from artokun/comfyui-mcp.

artokun/comfyui-mcp

Reference-free preference alignment, simpler than DPO. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

TRL: SFT, DPO, GRPO, RLOO reward modeling for LLM RLHF. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Fine-tune large LLMs with LoRA on limited GPU memory. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Fine-tune LLMs using the Tinker API. An agent skill from sundial-org/skills.

sundial-org/skills

Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.

nexu-io/open-design

[omh] Fine-tuning a model on your own data -- SFT, DPO, RLVR or a LoRA adapter: decide first whether prompting or retrieval already closes the gap, choose the method from the data you have, and…

rlaope/oh-my-hermes