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Machine Learning - Learning/Language Models

"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 3 months ago • 100%
Scalable MatMul-free Language Modeling arxiv.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 4 months ago • 100%
1-bit LLMs Could Solve AI’s Energy Demands spectrum.ieee.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
Mistral 7B v0.2 Base (released at SHACK15sf hackathon) github.com

GitHub: https://github.com/mistralai-sf24/hackathon \ X: https://twitter.com/MistralAILabs/status/1771670765521281370 >New release: Mistral 7B v0.2 Base (Raw pretrained model used to train Mistral-7B-Instruct-v0.2)\ >🔸 https://models.mistralcdn.com/mistral-7b-v0-2/mistral-7B-v0.2.tar \ >🔸 32k context window\ >🔸 Rope Theta = 1e6\ >🔸 No sliding window\ >🔸 How to fine-tune:

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 50%
Evolving New Foundation Models: Unleashing the Power of Automating Model Development sakana.ai

arXiv: https://arxiv.org/abs/2403.13187 \[cs.NE\]\ GitHub: https://github.com/SakanaAI/evolutionary-model-merge

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
GaLore: Advancing Large Model Training on Consumer-grade Hardware huggingface.co

arXiv: https://arxiv.org/abs/2403.03507 [cs.LG]

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
How Chain-of-Thought Reasoning Helps Neural Networks Compute www.quantamagazine.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
Why Are Large AI Models Being Red Teamed? spectrum.ieee.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
GPT-4 won't run DOOM but will play the game poorly www.theregister.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 6 months ago • 100%
LLMs become more covertly racist with human intervention www.technologyreview.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 7 months ago • 100%
AI chatbot models ‘think’ in English even when using other languages www.newscientist.com

Without paywall: https://archive.ph/Qq9Yd

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 7 months ago • 100%
AI Prompt Engineering Is Dead spectrum.ieee.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 7 months ago • 100%
Large language models can do jaw-dropping things. But nobody knows exactly why. www.technologyreview.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 8 months ago • 100%
Mixtral of Experts https://arxiv.org/abs/2401.04088
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 8 months ago • 100%
Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem pytorch.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 9 months ago • 100%
“AI’s Ostensible Emergent Abilities Are a Mirage” paper won the Outstanding Paper Award at NeurIPS 2023

Previous Lemmy.ml post: https://lemmy.ml/post/1015476 Original X post (at Nitter): https://nitter.net/xwang_lk/status/1734356472606130646

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 11 months ago • 100%
High-Performance Llama 2 Training and Inference with PyTorch/XLA on Cloud TPUs pytorch.org
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 11 months ago • 100%
Llemma: An Open Language Model For Mathematics blog.eleuther.ai
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 11 months ago • 100%
“Large Language Models (in 2023)” (Talk by Hyung Won Chung, OpenAI, at Seoul National University) www.youtube.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 11 months ago • 100%
LLM Finetuning Risks https://llm-tuning-safety.github.io/
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
Phi 1.5 and the Shift Towards Smaller Models with Curated Data: A Closer Look https://medium.com/ai-insights-cobet/phi-1-5-and-the-shift-towards-smaller-models-with-curated-data-a-closer-look-b7952a2e6730
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
Stanford Online -Statistical Learning https://www.youtube.com/playlist?list=PLoROMvodv4rOzrYsAxzQyHb8n_RWNuS1e
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
Stanford University Lecture Collection | Convolutional Neural Networks https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
Stanford CS229: Machine Learning https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
MIT 6.S191: Introduction to Deep Learning https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
Carnegie Mellon University Deep Learning (11785 Fall 2022 Lectures) https://www.youtube.com/playlist?list=PLp-0K3kfddPxRmjgjm0P1WT6H-gTqE8j9
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
Applied Machine Learning (Cornell Tech CS 5787, Fall 2020) https://www.youtube.com/playlist?list=PL2UML_KCiC0UlY7iCQDSiGDMovaupqc83
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
DeepMind x UCL | Reinforcement Learning Course 2018 https://www.youtube.com/playlist?list=PLqYmG7hTraZBKeNJ-JE_eyJHZ7XgBoAyb
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
Chinchilla’s Death https://espadrine.github.io/blog/posts/chinchilla-s-death.html
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
Is AI lying to us? These researchers built an LLM lie detector of sorts to find out www.zdnet.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
Meet Mistral 7B, Mistral’s first LLM that beats Llama 2 dataconomy.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation https://arxiv.org/abs/2309.07103

**Abstract** We evaluate the use of the open-source Llama-2 model for generating well-known, high-performance computing kernels (e.g., AXPY, GEMV, GEMM) on different parallel programming models and languages (e.g., C++: OpenMP, OpenMP Offload, OpenACC, CUDA, HIP; Fortran: OpenMP, OpenMP Offload, OpenACC; Python: numpy, Numba, pyCUDA, cuPy; and Julia: Threads, CUDA.jl, AMDGPU.jl). We built upon our previous work that is based on the OpenAI Codex, which is a descendant of GPT-3, to generate similar kernels with simple prompts via GitHub Copilot. Our goal is to compare the accuracy of Llama-2 and our original GPT-3 baseline by using a similar metric. Llama-2 has a simplified model that shows competitive or even superior accuracy. We also report on the differences between these foundational large language models as generative AI continues to redefine human-computer interactions. Overall, Copilot generates codes that are more reliable but less optimized, whereas codes generated by Llama-2 are less reliable but more optimized when correct.

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 12 months ago • 100%
The Secret Ingredient of ChatGPT Is Human Advice https://archive.ph/zGYp6

Original (pay-walled): https://www.nytimes.com/2023/09/25/technology/chatgpt-rlhf-human-tutors.html

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 12 months ago • 100%
DALL·E 3 openai.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
Efficient Fine-Tuning for Llama-v2-7b on a Single GPU www.youtube.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
Introducing Refact Code LLM: 1.6B State-of-the-Art LLM for Code that Reaches 32% HumanEval refact.ai
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
Meta Is Developing a New, More Powerful AI System as Technology Race Escalates https://archive.ph/twAV7

Original (pay-walled): https://www.wsj.com/tech/ai/meta-is-developing-a-new-more-powerful-ai-system-as-technology-race-escalates-decf9451

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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
Beating GPT-4 on HumanEval with a Fine-Tuned CodeLlama-34B https://www.phind.com/blog/code-llama-beats-gpt4
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
Introducing Code Llama, a state-of-the-art large language model for coding ai.meta.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models manitcor • 1 year ago • 100%
Seamless Communication - Meta AI ai.meta.com
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"Initials" by "Florian Körner", licensed under "CC0 1.0". / Remix of the original. - Created with dicebear.comInitialsFlorian Körnerhttps://github.com/dicebear/dicebearMO
Machine Learning - Learning/Language Models ylai • 1 year ago • 100%
GPT-4 Can’t Reason https://medium.com/@konstantine_45825/gpt-4-cant-reason-2eab795e2523

Corresponding arXiv preprint: https://arxiv.org/abs/2308.03762

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