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Automated Prompt Engineering with DSPy

Automated Prompt Engineering with DSPy

Trelis Research February 21, 2026

Make Cursor Understand Folder Structure - Coding with LLMs

Make Cursor Understand Folder Structure - Coding with LLMs

Trelis Research February 21, 2026

Full Fine tuning with Fewer GPUs - Galore, Optimizer Tricks, Adafactor

Full Fine tuning with Fewer GPUs - Galore, Optimizer Tricks, Adafactor

Trelis Research February 21, 2026

Fine tuning Pixtral - Multi-modal Vision and Text Model

Fine tuning Pixtral - Multi-modal Vision and Text Model

Trelis Research February 21, 2026

Distillation of Transformer Models

Distillation of Transformer Models

Trelis Research February 21, 2026

Test Time Compute, Part 1: Sampling and Chain of Thought

Test Time Compute, Part 1: Sampling and Chain of Thought

Trelis Research February 21, 2026

Test Time Compute, Part 2: Verifiers

Test Time Compute, Part 2: Verifiers

Trelis Research February 21, 2026

Synthetic Data Generation and Fine tuning (OpenAI GPT4o or Llama 3)

Synthetic Data Generation and Fine tuning (OpenAI GPT4o or Llama 3)

Trelis Research February 21, 2026

OpenAI Fine-tuning vs Distillation - Free Colab Notebook

OpenAI Fine-tuning vs Distillation - Free Colab Notebook

Trelis Research February 21, 2026

Fine tune and Serve Faster Whisper Turbo

Fine tune and Serve Faster Whisper Turbo

Trelis Research February 21, 2026

Output Predictions - Faster Inference with OpenAI or vLLM

Output Predictions - Faster Inference with OpenAI or vLLM

Trelis Research February 21, 2026

How to Fine-tune Florence 2: The Best Small Vision Model

How to Fine-tune Florence 2: The Best Small Vision Model

Trelis Research February 21, 2026

How to Build an Inference Service

How to Build an Inference Service

Trelis Research February 21, 2026

Multi modal Audio + Text Fine tuning and Inference with Qwen

Multi modal Audio + Text Fine tuning and Inference with Qwen

Trelis Research February 21, 2026

Why Build Enterprise RAG with Postgres?

Why Build Enterprise RAG with Postgres?

Trelis Research February 21, 2026

Serve Multiple LoRA Adapters on a Single GPU

Serve Multiple LoRA Adapters on a Single GPU

Trelis Research February 21, 2026

I Tested Every GPU

I Tested Every GPU

Trelis Research February 21, 2026

LLM Evals - Part 1: Evaluating Performance

LLM Evals - Part 1: Evaluating Performance

Trelis Research February 21, 2026

How Deepseek v3 made Compute and Export Controls Less Relevant

How Deepseek v3 made Compute and Export Controls Less Relevant

Trelis Research February 21, 2026

Predicting Events with Large Language Models

Predicting Events with Large Language Models

Trelis Research February 21, 2026

LLM Evals - Part 2: Improving Performance

LLM Evals - Part 2: Improving Performance

Trelis Research February 21, 2026

Nvidia RTX 5090 vs 4090, Project Digits & GB NVLink 72 at CES 2025

Nvidia RTX 5090 vs 4090, Project Digits & GB NVLink 72 at CES 2025

Trelis Research February 21, 2026

LiteLLM - One Unified API for for all LLMs

LiteLLM - One Unified API for for all LLMs

Trelis Research February 21, 2026

Reasoning Models and Chinese Models

Reasoning Models and Chinese Models

Trelis Research February 21, 2026