alkinun's picture

alkinun

AtAndDev

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AI & ML interests

LLMs, Alignment, Merging, Unsloth, DPO, SFT, ORPO, SPIN..

Recent Activity

liked a Space about 10 hours ago

stevengrove/YOLO-World

reacted to as-cle-bert's post with ❤️ about 10 hours ago

Hi HuggingFacers!🤶🏼 As my last 2024 project, I've dropped a Discord Bot that knows a lot about Pokemons🦋 GitHub 👉 https://github.com/AstraBert/Pokemon-Bot Demo Space 👉 https://huggingface.co/spaces/as-cle-bert/pokemon-bot The bot integrates: - Chat features (Cohere's Command-R) with RAG functionalities (hybrid search and reranking with Qdrant) and chat memory (managed through PostgreSQL) to produce information about Pokemons - Image-based search to identify Pokemons from their images (via Qdrant) - Card package random extraction and description HuggingFace🤗, as usual, plays the most important role in the application stack, with the following models: - https://huggingface.co/sentence-transformers/LaBSE - https://huggingface.co/prithivida/Splade_PP_en_v1 - https://huggingface.co/facebook/dinov2-large And datasets: - https://huggingface.co/datasets/Karbo31881/Pokemon_images - https://huggingface.co/datasets/wanghaofan/pokemon-wiki-captions - https://huggingface.co/datasets/TheFusion21/PokemonCards Have fun!🍕

liked a model about 10 hours ago

deepseek-ai/DeepSeek-V3-Base

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AtAndDev's activity

upvoted a paper 5 days ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20 • 86

upvoted a paper 11 days ago

Phi-4 Technical Report

Paper • 2412.08905 • Published 14 days ago • 92

upvoted a paper 12 days ago

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25 • 87

upvoted a paper 14 days ago

KTO: Model Alignment as Prospect Theoretic Optimization

Paper • 2402.01306 • Published Feb 2 • 16

upvoted a collection 17 days ago

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

upvoted a paper 22 days ago

Large Language Models Can Self-Improve in Long-context Reasoning

Paper • 2411.08147 • Published Nov 12 • 62

upvoted a paper 25 days ago

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Paper • 2411.16489 • Published about 1 month ago • 40

upvoted a collection 27 days ago

🧠 Reasoning Models

6 items • Updated 1 day ago • 33

upvoted a collection 28 days ago

QwQ

Qwen with Questions • 2 items • Updated 28 days ago • 49

upvoted 4 papers about 1 month ago

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14 • 75

V-STaR: Training Verifiers for Self-Taught Reasoners

Paper • 2402.06457 • Published Feb 9 • 9

Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 10

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

Paper • 2406.12050 • Published Jun 17 • 19

upvoted a collection about 1 month ago

Top LLM

Collection of TOP Open Source LLM, Sort by Best on top • 6 items • Updated Jul 26 • 13

upvoted 6 papers about 2 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5 • 63

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31 • 59

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published Oct 3 • 47

GPT-4o System Card

Paper • 2410.21276 • Published Oct 25 • 82

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Paper • 2406.08464 • Published Jun 12 • 65

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Paper • 2410.02884 • Published Oct 3 • 52