Faster LLM Inference NO ACCURACY LOSS

preview_player
Показать описание
▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬

▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

#MachineLearning #DeepLearning #neuralnetworks #largelanguagemodels
  1. AssemblyAI
Рекомендации по теме
Faster LLM Inference 0:00:58

Faster LLM Inference NO ACCURACY LOSS

Make LLM inference 0:27:54

Make LLM inference go brrr - Daniël de Kok

Deep Dive: Optimizing 0:36:12

Deep Dive: Optimizing LLM inference

EASIEST Way to 0:24:57

EASIEST Way to Train LLM Train w/ unsloth (2x faster with 70% less GPU memory required)

Understanding the LLM 0:34:14

Understanding the LLM Inference Workload - Mark Moyou, NVIDIA

Christian Merkwirth (NVIDIA): 0:32:00

Christian Merkwirth (NVIDIA): Optimizing LLM Inference: Challenges and Best Practices

Understanding LLM Inference 0:55:39

Understanding LLM Inference | NVIDIA Experts Deconstruct How AI Works

'I want Llama3 0:24:02

'I want Llama3 to perform 10x with my private knowledge' - Local Agentic RAG w/ llama3

Cheap mini runs 0:11:22

Cheap mini runs a 70B LLM 🤯

The Wrong Batch 0:07:04

The Wrong Batch Size Will Ruin Your Model

Faster LLM Inference 0:05:11

Faster LLM Inference with Lookahead Decoding Brief Overview and Colab

FASTEST LLM Inference 0:11:56

FASTEST LLM Inference EVER! Llama 2, Mistral, Falcon, etc! - Together.ai

I Ran Advanced 0:14:42

I Ran Advanced LLMs on the Raspberry Pi 5!

Practical LLM Inference 0:50:37

Practical LLM Inference in Modern Java by Alfonso² Peterssen, Alina Yurenko

Accelerating LLM Inference 0:35:53

Accelerating LLM Inference with vLLM

Evaluating fine-tuned LLM 0:52:58

Evaluating fine-tuned LLM using Ollama

Databricks' vLLM Optimization 0:27:39

Databricks' vLLM Optimization for Cost-Effective LLM Inference | Ray Summit 2024

Fast LLM Serving 0:32:07

Fast LLM Serving with vLLM and PagedAttention

vLLM: Easy, Fast, 0:22:30

vLLM: Easy, Fast, and Cheap LLM Serving, Woosuk Kwon, UC Berkeley

[Neural Magic] Releases 0:04:00

[Neural Magic] Releases LLM Compressor for Faster Inference with vLLM

Run Local LLMs 0:15:05

Run Local LLMs on Hardware from $50 to $50,000 - We Test and Compare!

Improving LLM accuracy 0:33:16

Improving LLM accuracy with Monte Carlo Tree Search

What is Retrieval-Augmented 0:06:36

What is Retrieval-Augmented Generation (RAG)?

Pruning in open 0:01:09

Pruning in open source LLM Model| Daily Machine Learning Video: 18 | Learn With Baba

Комментарии
Автор

How was accuracy measured? Surely there will be some small differences, which is probably OK. I'm just curious to know how "accuracy" is measured.

Come to think of it, I should just read the full paper instead of commenting on a short. But at least by leaving a comment I'm telling the YouTube algorithm that it's a good video -- which it is.

WilliamDye-willdye
Автор

I presume they predict if some layers can be skipped? I didn't get your explanation...

evgenymikheev