AI & LLM Engineering · benchflow-ai/skillsbench

Reference for the GRPO (Group Relative Policy Optimization) algorithm.

benchflow-ai/skillsbench

Diagnostic guide for RL-based post-training of language models (GRPO, PPO, REINFORCE, DPO).

benchflow-ai/skillsbench

Nonlinear optimization with CasADi and IPOPT solver. An agent skill from benchflow-ai/skillsbench.

benchflow-ai/skillsbench

Build unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via…

benchflow-ai/skillsbench

Replay an LLM inference request trace (Mooncake / vLLM / SGLang hashids format) against a block-level KV prefix cache and compute hit statistics.

benchflow-ai/skillsbench

Train GPT-2 scale models (~124M parameters) efficiently on a single GPU.

benchflow-ai/skillsbench

Reference for the TRL (Transformer Reinforcement Learning) library codebase.

benchflow-ai/skillsbench

Analyze videos with Google Gemini API (summaries, Q&A, transcription with timestamps + visual context, scene/timeline detection, video clipping, FPS control, multi-video comparison, and YouTube URL…

benchflow-ai/skillsbench

Analyze images and multi-frame sequences using OpenAI GPT vision models

benchflow-ai/skillsbench

Local self-check of instructions and mask outputs (format/range/consistency) without using GT.

benchflow-ai/skillsbench

High-performance numerical computing and machine learning workflows using JAX.

benchflow-ai/skillsbench