Shyam Sunder Kumar's picture

Shyam Sunder Kumar

theainerd

·

AI & ML interests

Natural Language Processing

Recent Activity

upvoted a collection 8 days ago

Scaling Test Time Compute with Open Models

updated a collection 8 days ago

upvoted a paper 8 days ago

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

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theainerd's activity

upvoted a collection 8 days ago

Scaling Test Time Compute with Open Models

3 items • Updated 9 days ago • 13

upvoted a paper 8 days ago

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6 • 51

upvoted a paper 13 days ago

Phi-4 Technical Report

Paper • 2412.08905 • Published 14 days ago • 92

upvoted a paper 16 days ago

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published 16 days ago • 62

upvoted a collection 17 days ago

LLM Reasoning Papers

Papers to improve reasoning capabilities of LLMs • 17 items • Updated 3 days ago • 91

upvoted a collection 4 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 3 days ago • 204

upvoted a paper 5 months ago

Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31 • 75

upvoted an article 5 months ago

Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

By

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Jul 29

• 257

upvoted a paper 5 months ago

MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains

Paper • 2407.18961 • Published Jul 18 • 39

upvoted 5 collections 5 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 20 days ago • 636

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 15 days ago • 34

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 • 67

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 28 days ago • 351

upvoted a paper 5 months ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 160

upvoted an article 5 months ago

Article

The Rise of Agentic Data Generation

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Jul 15

• 78

upvoted a paper 6 months ago

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

Paper • 2407.01370 • Published Jul 1 • 86

upvoted 3 collections 6 months ago

Gemma 2 Release

15 items • Updated 13 days ago • 206

OLMo Suite

Artifacts for the first set of OLMo models. • 18 items • Updated 28 days ago • 69

Nemotron 4 340B

Nemotron-4: open models for Synthetic Data Generation (SDG). Includes Base, Instruct, and Reward models. • 4 items • Updated Nov 2 • 160