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🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets

Estimating Memory Consumption of LLMs for Inference and Fine-Tuning for Cohere Command-R+

Post-OCR-Correction: 1 billion words dataset of automated OCR correction by LLM

seemore: Implement a Vision Language Model from Scratch

Can We Train Chat Models with Raw Data?

RealWorldQA, What's New?

How to Finetune phi-3 on MacBook Pro

Fine Tuning a LLM Using Kubernetes with Intel® Xeon® Scalable Processors

LLM Comparison/Test: Llama 3 Instruct 70B + 8B HF/GGUF/EXL2 (20 versions tested and compared!)

Outpainting III - Inpaint Model

Outpainting II - Differential Diffusion

Outpainting I - Controlnet version

Exploring Emotionally Intelligent AI with HelpingAI

Fine-tune Llama 3 with ORPO

RAG chatbot using llama3

Starting Tiny with Protein LLaMA

Mixture of Depth is Vibe

Custom architectures with HuggingFace 🤗

Run the strongest open-source LLM model: Llama3 70B with just a single 4GB GPU!

On Coding Your First Attention

Mergoo: Efficiently Build Your Own MoE LLM

SVGDreamer: Text Guided Vector Graphics Generation with Diffusion Model

Releasing Youtube-Commons: a massive open corpus for conversational and multimodal data

Gradio integrated with FastAPI and with simple authentication

Design choices for Vision Language Models in 2024

Orchestration of Experts: The First-Principle Multi-Model System

Diffusion Models

RFDiffusion Potentials

It's raining diffusion personalization techniques☔️🎭🖼️

Building a Neural Network Classifier from the Ground Up: A Step-by-Step Guide

History of State Space Models (SSM) in 2022

What Historical AI Breakthroughs Have Been Unappreciated by The Mainsteam Media?

Analysis on evaluating 7 bilions italian LLMs

DS-MoE: Making MoE Models More Efficient and Less Memory-Intensive

Introduction to State Space Models (SSM)

RAG Empowerment: Cohere C4AI Command-R and Transformers Unveiled

🐦 The IBIS Challenge

Transformers

The LASER technique: Evaluating SVD compression

Open Source All About Data Processing, Dataverse

Many-shot jailbreaking

Aurora-M: The First Open Source Biden-Harris Executive Order Red teamed Multilingual Language Model

Train Custom Models on Hugging Face Spaces with AutoTrain SpaceRunner

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Finetune Mixtral 8x7B with AutoTrain

How do Textual Inversion tokens destroy prompts?

Experiments with Bitnet 1.5 (~ngmi~)

Virtual Try-On using IP-Adapter Inpainting

Create Mixtures of Experts with MergeKit

about 1 month ago

Elevate Responses: RAG with LlamaIndex & MongoDB

Samantha Mistral Instruct 7b - Comprehensive Bulleted Notes

Policy Questions Blog 1: AI Data Transparency Remarks for NAIAC Panel 📚🔍⚖️

Protein similarity and Matryoshka embeddings

A brief analysis of automerger data, feat. SLERP and DARE-TIES LLM merging

Data exploration and filtering with Nomic Atlas

Giskard Bot: Identifying robustness, performance and ethical vulnerabilities in the Top 10 Most Popular Hugging Face Models

Releasing Common Corpus: the largest public domain dataset for training LLMs

What's Automatic Differentiation?

Dive Deeper into Yi-9B

Sparse Mixture of Experts Language Model from Scratch: Extending makeMoE with Expert Capacity

VideoMamba: State Space Model for Efficient Video Understanding

Better RAG 3: The text is your friend

Better RAG 2: Single-shot is not good enough

Better RAG 1: Advanced Basics

MTEB Leaderboard : User guide and best practices

Revolutionizing Video Transcription: Unveiling Gemma-2b-it and Langchain in the Era of Transformers

Towards actively reasoning LLM systems

SemScore: Evaluating LLMs with Semantic Similarity

Saving Memory Using Padding-Free Transformer Layers during Finetuning

Open-Source SORA Has Arrived! Training Your Own SORA Model!

Large Language Models in Quest for Adventure

Streamline Computer Vision Workflows with Hugging Face Transformers and FiftyOne

Deploying 🤗 Hub models in Vertex AI

Genie: Generative Interactive Environments

Molecule retrieval and editing using multimodal text-structure representations

Breaking resolution curse of vision-language models

🌌 Analysis of Spaces in Hugging Face

Fast, High-Fidelity LLM Decoding with Regex Constraints

Rephrasing the Web A Recipe for Compute and Data-Efficient Language Modeling

Exploring a Public Domain dataset with Visual Topic Modeling

Navigating Complexity with Elegance: The P-FAF Approach to Fractal Word Embeddings

Fine-tuning a large language model on Kaggle Notebooks (or even on your own computer) for solving real-world tasks

Transformers and Quadrant: Revolutionizing Data Integration for NLP Tasks

Reformatted Alignment

Rank-Stabilized LoRA: Unlocking the Potential of LoRA Fine-Tuning

Guide : W-Okada, realtime voice cloning

Detecting LLM-Generated Text with Binoculars

Beyond Traditional Fine-tuning: Exploring Advanced Techniques to Mitigate LLM Hallucinations

Humor Understanding Multi-task Optimization & Ranking

Probabilistic Fractal Activation Function (P-FAF) and Its Advantages Over Traditional Word Vectorization

🥐CroissantLLM: A Truly Bilingual French-English Language Model

Quantization of Transformer Models with Neural Compressor

Introduction to LLE

Serverless Image Similarity with Upstash Vector and Huggingface Models, Datasets and Spaces

Phinetuning 2.0

Building autograd engine tinytorch 03

Building autograd engine tinytorch 02

💻Create a Web Interface for your LLM in Python

makeMoE: Implement a Sparse Mixture of Experts Language Model from Scratch

Robust image watermarking with Stable Signature + IMATAG's BZH

Multilabel Classification using Mistral-7B on a single GPU with quantization and LoRA

Building autograd engine tinytorch 01

AI Lineage Explorer: A Step Towards AI Integrity.

Unleashing the Power of Unsloth and QLora:Redefining Language Model Fine-Tuning

Breaking Barriers: The Critical Role of Art and Design in Advancing AI Capabilities

Implementing Fractional GPUs in Kubernetes with Aliyun Scheduler

Extending the Massive Text Embedding Benchmark to French: the datasets

Unleashing the Power of Logprobs in Language Models: A Practical Guide

Conditional Probability

Merge Large Language Models with mergekit

Temporal Scene Generation w/ Stable Diffusion

Unveiling TinyLlama: An Inspiring Dive into a Revolutionary Small-Scale Language Model

Multi-Label Classification Model From Scratch: Step-by-Step Tutorial

Multimodal IDEFICS: Unveiling the Transparency & Power of Open Visual Language Models

What is Probability?

4D masks support in Transformers

Understanding Mixtral-8x7b

Streamlining Data Management with Hugging Face and DVC: A Seamless Integration

TchAIkovsky – Piano MIDI Generation with Transformers

How Your Ordinary 8GB MacBook’s Untapped AI Power Can Run 70B LLM Models That Will Blow Your Mind!

Leveraging Transformers and PyTorch for Multiple Choice Question Tasks

Build an AI Chatbot to Run Code and Tweak plots

Combating Evaluation Data Contamination in LLMs: Strategies for High-Quality Finetuning and Model Merging

Counting 'n' objects

Kubernetes infrastructure for HF models and chat with Cluster.dev

How to build an interactive HF Space to visualize an Image Dataset

Uniting Forces: Integrating Hugging Face with Langchain for Enhanced Natural Language Processing

Drag GAN - Interactive Point-based Manipulation on the Generative Image Manifold

Running Any HuggingFace Model on SageMaker Endpoint: Walk-Through with Cross Encoder Model Example

Predicting the Effects of Mutations on Protein Function with ESM-2

Deploying Your FastAPI Applications on Huggingface Via Docker

What is a Transformer?

📚 Training Data Transparency in AI: Tools, Trends, and Policy Recommendations 🗳️

🏷️ Build AI Feedback (AIF) datasets for LLM alignment with ⚗️ distilabel

Fine-Tuning LLMs: Supervised Fine-Tuning and Reward Modelling

Easy JAX training loops with Flax and Optax

On Learning JAX – A Framework for High Performance Machine Learning

Sentence Mining with OpenAI's Whisper

Illustrated LLM OS: An Implementational Perspective

💨 Introducing Notus: a DPO fine-tune of Zephyr with a focus on high-quality data

Faster Persistent Homology Alignment and Protein Complex Clustering with ESM-2 and Persistence Landscapes

Evaluating Large Language Models on Gender-Occupational Stereotypes Using the Wino Bias Test

Unbelievable! Run 70B LLM Inference on a Single 4GB GPU with This NEW Technique

Clustering Protein Complexes using Persistent Homology and Finetuning ESM-2 for PPI Network Prediction

Streamlining ML Workflows: Integrating MLFlow Tracking with LangTest for Enhanced Model Evaluations

Automatic Hallucination detection with SelfCheckGPT NLI

Extracting Insights from Model Cards Using Open Large Language Models

ESM-2 for Generating and Optimizing Peptide Binders for Target Proteins

Explaining the SDXL latent space

Does Sketching Work?

Understanding Zephyr

Are your NLP models deteriorating post-deployment? Let’s use unlabelled data to find out

Persistent Homology Alignment (PHA): Replacing Multiple Sequence Alignments using ESM-2 and Persistent Homology

In Silico Directed Evolution of Protein Sequences with ESM-2 and EvoProtGrad

QLoRA for ESM-2 and Post Translational Modification Site Prediction

Automating Responsible AI: Integrating Hugging Face and LangTest for More Robust Models

Hugging Face accelerates distribution of models and datasets based on Dragonfly

Introducing the Giskard Bot: Enhancing LLM Testing & Debugging on Hugging Face

Elevate Your NLP Models with Automated Data Augmentation for Enhanced Performance

Goodbye Python, Hello Rust: Building a RAG CLI Application with Orca

StarCoder Memorization Experiment Highlights Privacy Risks of Fine-Tuning On Code

Scaling Self Supervised Learning for Histology: introducing Phikon

Unmasking Language Model Sensitivity in Negation and Toxicity Evaluations

Detecting and Evaluating Sycophancy Bias: An Analysis of LLM and AI Solutions

After 500+ LoRAs made, here is the secret

Detecting the Deceptive: Unmasking Deep Fake Voices

AutoTrain Advanced now supports Experiment Tracking

Hearing is Believing: Revolutionizing AI with Audio Classification via Computer Vision

Next token prediction with GPT

What kind of data lake do we need in the Big Model era?

Fine-tune Flair Models on NER Dataset with 🤗 AutoTrain SpaceRunner

Estimating the Intrinsic Dimension of Protein Sequence Embeddings using ESM-2

Sparse LLM Inference on CPU

Introduction to Dataset Creation - What Makes a Good Dataset?

Building Your First Kubeflow Pipeline: A Comprehensive Guide

Predicting Protein-Protein Interactions Using a Protein Language Model and Linear Sum Assignment

InfiniText: Empowering Conversations & Content with Mistral-7B-Instruct-v0.1

An optimal lossy variant of speculative decoding

Changes of Embeddings during Fine-Tuning of Vision Transformers (ViT)

🕳️ Attention Sinks in LLMs for endless fluency

Understanding InstaFlow/Rectified Flow

Using 🤗 to Train a GPT-2 Model for Music Generation

Making AI-Generated Content Easier to Identify

Samantha and Mistral 7B: A Powerful and Versatile Language Model Duo

IntenLM-20B is officially released on Hugging Face Hub

Trying IDEFICS on a New Yorker cartoon dataset

Introducing BlindChat, an open-source and privacy-by-design Conversational AI fully in-browser

ESMBind (ESMB) Ensemble Models

Optimizing Convolutional Neural Networks with Mojo - Part 1

AI Total Cost of Ownership Calculator: Evaluate the cost of in-house AI deployment vs AI APIs

🤗 LLM suggestions in Argilla with HuggingFace Inference Endpoints

Hugging Face and Scrimba partner to teach developers to utilize open-source AI models

ESMBind (ESMB): Low Rank Adaptation of ESM-2 for Protein Binding Site Prediction

Introduction to Quantization cooked in 🤗 with 💗🧑‍🍳