Shyam Sunder Kumar's picture

Shyam Sunder Kumar

theainerd

·

AI & ML interests

Natural Language Processing

Organizations

theainerd's activity

upvoted a collection 3 months ago

🪐 SmolLM

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 • 198

upvoted a paper 4 months ago

Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31 • 73

upvoted an article 4 months ago

Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

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Jul 29

• 244

upvoted a paper 4 months ago

MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains

Paper • 2407.18961 • Published Jul 18 • 39

upvoted 5 collections 4 months ago

Research projects on top of vLLM

Papers cited in https://blog.vllm.ai/2024/07/25/lfai-perf.html • 6 items • Updated Jul 29 • 12

Llama 3.1

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Sep 25 • 620

Preference Datasets for DPO

This collection contains a list of curated preference datasets for DPO fine-tuning for intent alignment of LLMs • 7 items • Updated Jul 30 • 30

NuminaMath

Datasets and models for training SOTA math LLMs. See our GitHub for training & inference code: https://github.com/project-numina/aimo-progress-prize • 6 items • Updated Jul 21 • 63

Qwen2

Qwen2 language models, including pretrained and instruction-tuned models of 5 sizes, including 0.5B, 1.5B, 7B, 57B-A14B, and 72B. • 39 items • Updated Sep 18 • 347

upvoted a paper 4 months ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 155

upvoted an article 4 months ago

Article

The Rise of Agentic Data Generation

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Jul 15

• 77

upvoted a paper 5 months ago

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems

Paper • 2407.01370 • Published Jul 1 • 85

upvoted 3 collections 5 months ago

Gemma 2 Release

15 items • Updated Sep 9 • 196

OLMo Suite

Artifacts for the first set of OLMo models. • 18 items • Updated 5 days ago • 66

Nemotron 4 340B

Nemotron-4: open models for Synthetic Data Generation (SDG). Includes Base, Instruct, and Reward models. • 4 items • Updated 17 days ago • 158

upvoted a collection 6 months ago

Phi-3

Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. • 26 items • Updated 6 days ago • 495

upvoted a paper 6 months ago

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3 • 43

upvoted 2 articles 6 months ago

Article

Benchmarking Text Generation Inference

May 29

• 27

Article

Hugging Face x LangChain : A new partner package in LangChain

May 14

• 110

upvoted a collection 6 months ago

[lecture artifacts] aligning open language models

artifacts referenced in the talk timeline! Slides: https://docs.google.com/presentation/d/1quMyI4BAx4rvcDfk8jjv063bmHg4RxZd9mhQloXpMn0/edit?usp=sharin • 63 items • Updated Apr 17 • 56