zechenzhangagi/ai-research-skills

88 resources in this repository

🎯88Skills

2,260

🎯Skills88

🎯ml-paper-writing🎯Skill

Comprehensive open-source library of 77 AI research engineering skills across 20 categories including model architecture, fine-tuning, distributed training, RAG, multimodal, and ML paper writing.

ml-paper-writing

🎯huggingface-tokenizers🎯Skill

Skill

huggingface-tokenizers

🎯sparse-autoencoder-training🎯Skill

Skill

sparse-autoencoder-training

🎯skypilot-multi-cloud-orchestration🎯Skill

Skill

skypilot-multi-cloud-orchestration

🎯nnsight-remote-interpretability🎯Skill

Skill

nnsight-remote-interpretability

🎯optimizing-attention-flash🎯Skill

Skill

optimizing-attention-flash

🎯serving-llms-vllm🎯Skill

Skill

serving-llms-vllm

🎯modal-serverless-gpu🎯Skill

Skill

modal-serverless-gpu

🎯whisper🎯Skill

Skill

🎯speculative-decoding🎯Skill

Skill

speculative-decoding

🎯stable-diffusion-image-generation🎯Skill

Skill

stable-diffusion-image-generation

🎯quantizing-models-bitsandbytes🎯Skill

Skill

quantizing-models-bitsandbytes

🎯model-merging🎯Skill

Skill

🎯long-context🎯Skill

Skill

🎯pinecone🎯Skill

Skill

🎯nemo-guardrails🎯Skill

Skill

nemo-guardrails

🎯huggingface-accelerate🎯Skill

Skill

huggingface-accelerate

🎯knowledge-distillation🎯Skill

Skill

knowledge-distillation

🎯sentence-transformers🎯Skill

Skill

sentence-transformers

🎯gguf-quantization🎯Skill

Skill

gguf-quantization

🎯blip-2-vision-language🎯Skill

Skill

blip-2-vision-language

🎯llamaindex🎯Skill

Skill

🎯audiocraft-audio-generation🎯Skill

Skill

audiocraft-audio-generation

🎯miles-rl-training🎯Skill

Skill

miles-rl-training

🎯pyvene-interventions🎯Skill

Skill

pyvene-interventions

🎯segment-anything-model🎯Skill

Skill

segment-anything-model

🎯model-pruning🎯Skill

Skill

🎯awq-quantization🎯Skill

Skill

awq-quantization

🎯constitutional-ai🎯Skill

Skill

constitutional-ai

🎯transformer-lens-interpretability🎯Skill

Skill

transformer-lens-interpretability

🎯phoenix-observability🎯Skill

Skill

phoenix-observability

🎯deepspeed🎯Skill

Skill

🎯evaluating-code-models🎯Skill

Skill

evaluating-code-models

🎯langsmith-observability🎯Skill

Skill

langsmith-observability

🎯training-llms-megatron🎯Skill

Skill

training-llms-megatron

🎯verl-rl-training🎯Skill

Skill

verl-rl-training

🎯hqq-quantization🎯Skill

Skill

hqq-quantization

🎯qdrant-vector-search🎯Skill

Skill

qdrant-vector-search

🎯crewai-multi-agent🎯Skill

Skill

crewai-multi-agent

🎯brainstorming-research-ideas🎯Skill

Skill

brainstorming-research-ideas

🎯rwkv-architecture🎯Skill

Skill

rwkv-architecture

🎯nanogpt🎯Skill

Skill

🎯pytorch-lightning🎯Skill

Skill

pytorch-lightning

🎯llama-factory🎯Skill

Skill

🎯langchain🎯Skill

Skill

🎯clip🎯Skill

Skill

🎯mamba-architecture🎯Skill

Skill

mamba-architecture

🎯unsloth🎯Skill

Skill

🎯implementing-llms-litgpt🎯Skill

Skill

implementing-llms-litgpt

🎯peft-fine-tuning🎯Skill

Skill

peft-fine-tuning

🎯tensorboard🎯Skill

Skill

🎯nemo-curator🎯Skill

Skill

🎯tensorrt-llm🎯Skill

Skill

🎯moe-training🎯Skill

Skill

🎯weights-and-biases🎯Skill

Skill

weights-and-biases

🎯axolotl🎯Skill

Skill

🎯grpo-rl-training🎯Skill

Skill

grpo-rl-training

🎯outlines🎯Skill

Skill

🎯guidance🎯Skill

Skill

🎯llama-cpp🎯Skill

Skill

🎯llamaguard🎯Skill

Skill

🎯sentencepiece🎯Skill

Skill

🎯simpo-training🎯Skill

Skill

🎯mlflow🎯Skill

Skill

🎯distributed-llm-pretraining-torchtitan🎯Skill

Skill

distributed-llm-pretraining-torchtitan

🎯fine-tuning-with-trl🎯Skill

Skill

fine-tuning-with-trl

🎯dspy🎯Skill

Skill

🎯faiss🎯Skill

Skill

🎯gptq🎯Skill

Skill

🎯sglang🎯Skill

Skill

🎯ray-data🎯Skill

Skill

🎯nemo-evaluator-sdk🎯Skill

Skill

nemo-evaluator-sdk

🎯evaluating-llms-harness🎯Skill

Skill

evaluating-llms-harness

🎯autogpt-agents🎯Skill

Skill

🎯openrlhf-training🎯Skill

Skill

openrlhf-training

🎯pytorch-fsdp2🎯Skill

Skill

🎯llava🎯Skill

Skill

🎯chroma🎯Skill

Skill

🎯instructor🎯Skill

Skill

🎯lambda-labs-gpu-cloud🎯Skill

Skill

lambda-labs-gpu-cloud

🎯prompt-guard🎯Skill

Skill

🎯ray-train🎯Skill

Skill

🎯slime-rl-training🎯Skill

Skill

slime-rl-training

🎯torchforge-rl-training🎯Skill

Skill

torchforge-rl-training

🎯creative-thinking-for-research🎯Skill

Skill

creative-thinking-for-research

🎯experiment-tracking-swanlab🎯Skill

Skill

experiment-tracking-swanlab

🎯fine-tuning-serving-openpi🎯Skill

Skill

fine-tuning-serving-openpi

🎯pytorch-fsdp🎯Skill

Skill