kimleang123 (Kimleang Ly)

upvoted a paper 5 days ago

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29 • 54

upvoted a paper 26 days ago

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 29

upvoted 3 articles about 1 month ago

Article

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

By

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Dec 4, 2023

• 2

Article

Let's talk about LLM evaluation

By

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May 23

• 107

Article

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

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Jan 19

• 8

upvoted 2 collections about 2 months ago

Llama 3.1

Collection

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated 8 days ago • 585

Llama 3.1 Evals

Collection

This collection provides detailed information on how we derived the reported benchmark metrics for the Llama 3.1 models, including the configurations, • 6 items • Updated 8 days ago • 15

upvoted an article 2 months ago

Article

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

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Feb 20

• 11

upvoted an article 3 months ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 244

upvoted a collection 3 months ago

🪐 SmolLM

Collection

A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated Aug 18 • 174

upvoted an article 3 months ago

Article

SemScore: Evaluating LLMs with Semantic Similarity

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Mar 9

• 10

upvoted a paper 3 months ago

SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30 • 25

upvoted an article 3 months ago

Article

Vision Language Models Explained

Apr 11

• 184

upvoted a paper 3 months ago

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 28

upvoted an article 3 months ago

Article

Welcome Gemma 2 - Google's new open LLM

Jun 27

• 118

upvoted a collection 3 months ago

InternVL 1.5

Collection

A Pioneering Open-Source Alternative to GPT-4V • 8 items • Updated Aug 23 • 8

upvoted 2 papers 3 months ago

SUTRA: Scalable Multilingual Language Model Architecture

Paper • 2405.06694 • Published May 7 • 37

Lumos : Empowering Multimodal LLMs with Scene Text Recognition

Paper • 2402.08017 • Published Feb 12 • 24

upvoted a paper 4 months ago

DoRA: Weight-Decomposed Low-Rank Adaptation

Paper • 2402.09353 • Published Feb 14 • 25

upvoted an article 4 months ago

Article

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

Dec 11, 2023

• 9

upvoted a paper 4 months ago

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 45

upvoted a collection 5 months ago

Tinyllama-1.1B-v1

Collection

7 items • Updated Apr 2 • 8

upvoted an article 5 months ago

Article

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Feb 10, 2023

• 35

upvoted a collection 5 months ago

PaliGemma FT Models

Collection

108 items • Updated Jul 31 • 27

upvoted 5 articles 5 months ago

Article

A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

Aug 17, 2022

• 57

Article

Assisted Generation: a new direction toward low-latency text generation

May 11, 2023

• 26

Article

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 82

Article

Llama 2 is here - get it on Hugging Face

Jul 18, 2023

• 19

Article

How to train a new language model from scratch using Transformers and Tokenizers

Feb 14, 2020

• 17

upvoted 3 collections 5 months ago

upvoted 2 articles 5 months ago

Article

Illustrating Reinforcement Learning from Human Feedback (RLHF)

Dec 9, 2022

• 83

Article

Generating Human-level Text with Contrastive Search in Transformers 🤗

Nov 8, 2022

• 6

upvoted a paper 5 months ago

ChatQA: Building GPT-4 Level Conversational QA Models

Paper • 2401.10225 • Published Jan 18 • 32

upvoted 2 articles 5 months ago

Article

How to generate text: using different decoding methods for language generation with Transformers

Mar 1, 2020

• 95

Article

Chat Templates: An End to the Silent Performance Killer

Oct 3, 2023

• 11

upvoted an article 6 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 273

upvoted a collection 7 months ago

Non-English Embeddings and Models

Collection

12 items • Updated Mar 12 • 1

upvoted a paper 8 months ago

Transfer Learning for Text Diffusion Models

Paper • 2401.17181 • Published Jan 30 • 14

Kimleang Ly PRO

AI & ML interests

Organizations

kimleang123's activity

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

Let's talk about LLM evaluation

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

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

SmolLM - blazingly fast and remarkably powerful

SemScore: Evaluating LLMs with Semantic Similarity

Vision Language Models Explained

Welcome Gemma 2 - Google's new open LLM

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

Assisted Generation: a new direction toward low-latency text generation

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

Llama 2 is here - get it on Hugging Face

How to train a new language model from scratch using Transformers and Tokenizers

Illustrating Reinforcement Learning from Human Feedback (RLHF)

Generating Human-level Text with Contrastive Search in Transformers 🤗

How to generate text: using different decoding methods for language generation with Transformers

Chat Templates: An End to the Silent Performance Killer

Welcome Llama 3 - Meta's new open LLM