Mayank Mishra's picture

Mayank Mishra

mayank-mishra

·

https://mayank31398.github.io/

AI & ML interests

Large Language Models, Distributed Training and Inference

Articles

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

Saving Memory Using Padding-Free Transformer Layers during Finetuning

Organizations

mayank-mishra's activity

upvoted a paper 1 day ago

Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation Regularization

Paper • 2404.03605 • Published Apr 4 • 1

upvoted a paper 2 days ago

Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Paper • 2405.04324 • Published 3 days ago • 9

upvoted an article 15 days ago

Article

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

18 days ago

• 67

upvoted a paper 19 days ago

ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming

Paper • 2404.08676 • Published Apr 6 • 2

upvoted 2 collections 19 days ago

Granite Code Models

A series of code models trained by IBM licensed under Apache 2.0 license. We release both the base pretrained and instruct models. • 10 items • Updated 2 days ago • 101

Granite Code Models

Granite code models trained by IBM. • 2 items • Updated 15 days ago • 1

upvoted a paper 28 days ago

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published 29 days ago • 32

upvoted 2 papers about 1 month ago

Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models

Paper • 2404.05567 • Published Apr 8 • 10

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback

Paper • 2402.02479 • Published Feb 4 • 2

upvoted 2 articles about 1 month ago

Article

Saving Memory Using Padding-Free Transformer Layers during Finetuning

By

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Mar 9

• 4

Article

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

By

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Apr 2

• 4

upvoted 3 papers about 1 month ago

Octopus v2: On-device language model for super agent

Paper • 2404.01744 • Published Apr 2 • 52

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order

Paper • 2404.00399 • Published Mar 30 • 39

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7 • 42

upvoted a collection about 2 months ago

Aurora-M models

Aurora-M models (base, biden-harris redteams and instruct) • 5 items • Updated 4 days ago • 15

upvoted a collection 2 months ago

Slim-Pajama 1B models

A bunch of 1B models trained on 629B tokens of Slim Pajama dataset • 4 items • Updated Mar 11 • 1

upvoted 6 papers 2 months ago

Variational Inference with Latent Space Quantization for Adversarial Resilience

Paper • 1903.09940 • Published Mar 24, 2019 • 1

Adversarial Approximate Inference for Speech to Electroglottograph Conversion

Paper • 1903.12248 • Published Mar 28, 2019 • 1

Variational Learning for Unsupervised Knowledge Grounded Dialogs

Paper • 2112.00653 • Published Nov 23, 2021 • 1

Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog

Paper • 2210.07295 • Published Oct 13, 2022 • 1

Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23 • 67

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 121

upvoted a collection 5 months ago

StarCoder-GPTQ

GPTQ models for StarCoder-15B • 6 items • Updated 14 days ago • 1

upvoted 5 papers 8 months ago

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 26

SantaCoder: don't reach for the stars!

Paper • 2301.03988 • Published Jan 9, 2023 • 6

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 23

Prompting with Pseudo-Code Instructions

Paper • 2305.11790 • Published May 19, 2023 • 2

ModuleFormer: Learning Modular Large Language Models From Uncurated Data

Paper • 2306.04640 • Published Jun 7, 2023 • 7