Derrick Mwiti's picture

Derrick Mwiti

mwitiderrick

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AI & ML interests

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Articles

Sparse LLM Inference on CPU

Organizations

mwitiderrick's activity

upvoted an article 4 months ago

Article

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Apr 19

• 118

upvoted 4 articles 5 months ago

Article

Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU

Mar 9, 2023

• 34

Article

Putting RL back in RLHF

Jun 12

• 62

Article

Welcome Gemma 2 - Google's new open LLM

Jun 27

• 123

Article

Proximal Policy Optimization (PPO)

Aug 5, 2022

• 10

upvoted a collection 5 months ago

FP8 LLMs for vLLM

Accurate FP8 quantized models by Neural Magic, ready for use with vLLM! • 44 items • Updated Oct 17 • 58

upvoted 3 articles 5 months ago

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15

• 166

Article

A Dive into Pretraining Strategies for Vision-Language Models

Feb 3, 2023

• 48

Article

Vision Language Models Explained

Apr 11

• 214

upvoted 2 collections 7 months ago

OpenELM Instruct Models

4 items • Updated Oct 4 • 113

📀 Dataset comparison models

1.8B models trained on 350BT to compare different pretraining datasets • 8 items • Updated Jun 12 • 31

upvoted a paper 8 months ago

A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation

Paper • 2310.16656 • Published Oct 25, 2023 • 40

upvoted a collection 8 months ago

Sparse Foundational Llama 2 Models

Sparse pre-trained and fine-tuned Llama models made by Neural Magic + Cerebras • 27 items • Updated Sep 26 • 8

upvoted a collection 11 months ago

DeepSparse Sparse LLMs

Useful LLMs for DeepSparse where we've pruned at least 50% of the weights! • 10 items • Updated Sep 26 • 5

upvoted a collection about 1 year ago

Open LLM Leaderboard best models ❤️‍🔥

A daily uploaded list of models with best evaluations on the LLM leaderboard: • 57 items • Updated about 1 hour ago • 442

upvoted 2 papers about 1 year ago

VeRA: Vector-based Random Matrix Adaptation

Paper • 2310.11454 • Published Oct 17, 2023 • 28

Sparse Finetuning for Inference Acceleration of Large Language Models

Paper • 2310.06927 • Published Oct 10, 2023 • 14

upvoted a collection about 1 year ago

Sparse Finetuning MPT

Explore our breakthrough in sparse fine-tuning LLMs! Our novel method maintains downstream accuracy even with >70% sparsity. • 13 items • Updated Sep 26 • 3

upvoted a paper about 1 year ago

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44