Nikita Mikhaylov

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upvoted a collection 4 months ago

MobileLLM

Collection

Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 9 items • Updated Nov 27, 2024 • 111

upvoted an article 7 months ago

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Article

The Workflow of PEFT

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Aug 14, 2024

• 19

upvoted 2 collections 8 months ago

Tiny Models

Collection

8 items • Updated Aug 24, 2024 • 9

🪐 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 21 days ago • 217

upvoted 4 articles 9 months ago

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Article

How I train a LoRA: m3lt style training overview

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Jul 1, 2024

• 49

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Article

Recommendation to Revisit the Diffuser Default LoRA Parameters

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Jun 21, 2024

• 11

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Article

Putting RL back in RLHF

Jun 12, 2024

• 84

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Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28, 2024

• 193

upvoted 3 articles 11 months ago

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Article

Outpainting I - Controlnet version

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Apr 23, 2024

• 13

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Article

Fine-tune Llama 3 with ORPO

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Apr 22, 2024

• 234

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Article

Mergoo: Efficiently Build Your Own MoE LLM

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Jun 3, 2024

• 45

upvoted a paper 11 months ago

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4, 2024 • 61

upvoted a collection 11 months ago

Open LLM Leaderboard best models ❤️‍🔥

Collection

A daily uploaded list of models with best evaluations on the LLM leaderboard: • 65 items • Updated about 2 hours ago • 555