Task Articles & Tutorials by Weights & Biases

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A Beginner’s Guide To Prompt Engineering

Mostafa Ibrahim

Jan 16

Articles, Tutorial, LLM, GenAI, Beginner

Youtube Video Summarisation using Mistral 7B, LangChain, and Whisper

Jan 12

Articles, Video, NLP, LLM, GenAI, Text Generation, Tutorial, Intermediate

Fine-Tuning a Legal Copilot Using Azure OpenAI and W&B

Jan 11

Articles, GenAI, Experiment, Intermediate, OpenAI, Tutorial, NLP, LLM, Fine-tuning

How to Fine-tune an LLM Part 3: The HuggingFace Trainer

Jan 02

Articles, LLM, NLP, GenAI, HuggingFace, Experiment, Fine-tuning, Intermediate

Microsoft's Phi-2 with GitOps and W&B

Dec 20

Articles, MLOps, Course, NLP

First Serbian LLM Eval

Dec 20

Articles, Community Posts, NLP, Translation, LLM, GPT

Exploring 2 Multi-Agent LLM Libraries: Camel & Langroid

Dec 14

Articles, LLM, Beginner, Agents, GenAI

How to Evaluate an LLM, Part 2: Manual Evaluation of Wandbot, our LLM-Powered Docs Assistant

Dec 12

Articles, LLM, NLP, GenAI, Tutorial, Intermediate

How to Evaluate an LLM, Part 1: Building an Evaluation Dataset for our LLM System

Dec 12

Articles, LLM, NLP, GenAI, Tutorial, Intermediate

What Are Intrinsic Dimensions? The Secret Behind LoRA

Saurav Maheshkar

Dec 11

Articles, LLM, NLP, Experiment, Tutorial, GenAI

How to Fine-Tune Your OpenAI GPT-3.5 and GPT-4 Models with Weights & Biases

Dec 07

Articles, GPT, OpenAI, GenAI, Tutorial, LLM, NLP, Intermediate, Fine-tuning

PIXART-α: A Diffusion Transformer Model for Text-to-Image Generation

Dec 06

Articles, Stable Diffusion, Experiment, Diffusion, GenAI, Tables, Panels, Plots, Image Generation

Saurav Maheshkar

Dec 01

LLM, Articles, NLP, GenAI, GPT, Experiment

RAGs To Riches: Bringing Wandbot into Production

Bharat Ramanathan

Nov 30

Articles, LLM, GenAI, NLP, Experiment, Tutorial, GPT

Train a Custom Text Classifier and NER Model using HuggingFace and SpaCy

Madhana Bala S K

Nov 30

Articles, HuggingFace, NLP, spaCy, Classification, Text Generation

Neuron Hacking: Can You Fine-Tune an LLM to Act as a Key-Value Store?

Nov 28

Articles, LLM, NLP, GenAI, Experiment, Community Posts, Panels, Plots, GPT, Fine-tuning

A Brief Introduction to LoRA

Saurav Maheshkar

Nov 20

Articles, Intermediate, Tutorial, NLP, LLM, Experiment, Panels, GenAI

How to Fine-Tune an LLM Part 2: Instruction Tuning Llama 2

Nov 17

Articles, LLM, GenAI, NLP, Experiment, Framework / Integration, Intermediate, Fine-tuning

Zephyr-7B: Fine-Tuning and Inference with W&B

Nov 09

Articles, HuggingFace, LLM, NLP, Intermediate, Experiment, Panels, GenAI, Fine-tuning

Testing Large Language Models with W&B and Giskard

Rabah Abdul Khalek

Nov 09

Articles, LLM, GenAI, NLP, Tutorial, Intermediate

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