A CC-By Open-Source TTS Model with Voice Cloning https://huggingface.co/OuteAI/OuteTTS-0.1-350M
Heuristics AI
@heuristics_ai
Ai research updates
LLMs
Reinforcement learning
Deep learning
GANs
Stable diffusion
Transformers
NLP
Kindly join (☞ ಠ_ಠ)☞ @heuristics_ai
Heuristics AI (English)
Welcome to Heuristics AI, your go-to Telegram channel for all the latest updates and advancements in the world of Artificial Intelligence. Whether you're a seasoned AI expert or just starting to dip your toes into the field, this channel has something for everyone. From Ai research updates to discussions on LLMs, Reinforcement learning, Deep learning, GANs, Stable diffusion, Transformers, NLP, and more, you'll find a wealth of valuable information and insights here.
Join our community of like-minded individuals who are passionate about pushing the boundaries of AI technology forward. Stay informed about the cutting-edge developments in the industry, learn about the latest trends, and engage in stimulating conversations with fellow enthusiasts.
Don't miss out on this opportunity to expand your knowledge and stay ahead of the curve in the exciting world of Artificial Intelligence. Join Heuristics AI today and be part of a dynamic community that is shaping the future of AI. Kindly join (☞ ಠ_ಠ)☞ @heuristics_ai
Heuristics AI
10 Nov, 15:01
LLMs have reached a point of diminishing returns https://garymarcus.substack.com/p/confirmed-llms-have-indeed-reached
Heuristics AI
10 Nov, 15:01
Physical Intelligence's first generalist policy AI can finally do your laundry https://www.physicalintelligence.company/blog/pi0
Heuristics AI
10 Nov, 15:01
When machine learning tells the wrong story https://jackcook.com/2024/11/09/bigger-fish.html
Heuristics AI
08 Nov, 13:36
AI for real-time fusion plasma behavior prediction and manipulation https://control.princeton.edu/machine-learning-for-rt-profile-control-in-tokamaks/
Heuristics AI
08 Nov, 13:36
LoRA vs. Full Fine-Tuning: An Illusion of Equivalence https://arxiv.org/abs/2410.21228
Heuristics AI
08 Nov, 13:36
Evaluating the world model implicit in a generative model https://arxiv.org/abs/2406.03689
Heuristics AI
08 Nov, 13:36
Show HN: TutoriaLLM – AI Integrated programming tutorials https://github.com/TutoriaLLM/TutoriaLLM
Heuristics AI
08 Nov, 13:36
Even Microsoft Notepad is getting AI text editing now https://www.theverge.com/2024/11/6/24289707/microsoft-notepad-ai-text-editing-rewrite
Heuristics AI
31 Oct, 07:03
enhancing intuition in diffusion
Tutorial on Diffusion Models for Imaging and Vision
what: good and comprehensive tutorial about modern diffusion models.
Diffusion is spectral autoregression
what: blogpost with python notebook.
Diffusion Models are Evolutionary Algorithms
what: another view on diffusion
- the denoising process in diffusion models can be seen as a combination of selection and mutation.
#knowledge
Tutorial on Diffusion Models for Imaging and Vision
what: good and comprehensive tutorial about modern diffusion models.
Diffusion is spectral autoregression
what: blogpost with python notebook.
Diffusion Models are Evolutionary Algorithms
what: another view on diffusion
- the denoising process in diffusion models can be seen as a combination of selection and mutation.
#knowledge
Heuristics AI
31 Oct, 06:35
LLMs know more than they show: On the intrinsic representation of hallucinations https://arxiv.org/abs/2410.02707
Heuristics AI
31 Oct, 06:35
Representing web applications as knowledge graphs https://arxiv.org/abs/2410.17258
Heuristics AI
31 Oct, 06:35
Chain-of-thought can hurt performance on tasks where thinking makes humans worse https://arxiv.org/abs/2410.21333
Heuristics AI
31 Oct, 06:34
DeepSeek v2.5 – open-source LLM comparable to GPT-4, but 95% less expensive https://www.deepseek.com/
Heuristics AI
31 Oct, 05:57
This is a great paper for understanding LLMs, especially for those of us who arent entrenched in it.
Link 🔗
@heuristics_ai
Link 🔗
@heuristics_ai
Heuristics AI
31 Oct, 04:48
https://github.com/anthropics/courses
Anthropic published a repo with courses on how to use LLMs
Anthropic published a repo with courses on how to use LLMs
Heuristics AI
31 Oct, 04:42
https://www.crackedengineers.com/
AI related jobs site by Alexa gordic
AI related jobs site by Alexa gordic
Heuristics AI
31 Oct, 04:29
AI now generates 25% of code in Google Said Sundar pichai
https://www.businessinsider.com/google-earnings-q3-2024-new-code-created-by-ai-2024-10
https://www.businessinsider.com/google-earnings-q3-2024-new-code-created-by-ai-2024-10
Heuristics AI
29 Oct, 17:41
How effective is human-AI collaboration?
A meta-analysis of 106 studies just published in Nature reports an interesting result:
On average, there was no synergy: Human–AI combinations did not perform better than both humans and AI.
In particular, when the AI alone outperformed the human alone, the human–AI combination led to performance losses, likely because humans were unable to integrate the suggestions provided by the AI.
Conversely, when the human outperformed the AI alone, there was some synergy and human–AI combination led to performance gains, likely because this time humans were better at integrating the AI suggestions.
A meta-analysis of 106 studies just published in Nature reports an interesting result:
On average, there was no synergy: Human–AI combinations did not perform better than both humans and AI.
In particular, when the AI alone outperformed the human alone, the human–AI combination led to performance losses, likely because humans were unable to integrate the suggestions provided by the AI.
Conversely, when the human outperformed the AI alone, there was some synergy and human–AI combination led to performance gains, likely because this time humans were better at integrating the AI suggestions.
Heuristics AI
28 Oct, 14:54
GDDR7 Memory Supercharges AI Inference https://semiengineering.com/gddr7-memory-supercharges-ai-inference/
Heuristics AI
28 Oct, 05:35
Why Explainability Matters in AI. Not because we’re curious. Because we… | by Uri Merhav | Oct, 2024
https://towardsdatascience.com/why-explainability-matters-in-ai-840144df418e
https://towardsdatascience.com/why-explainability-matters-in-ai-840144df418e
Heuristics AI
26 Oct, 06:21
https://github.com/huggingface/diffusers/tree/main/examples/research_projects/flux_lora_quantization
Heuristics AI
24 Oct, 13:40
AI Mathematical Olympiad - Progress Prize 2 Overview:
The goal of this competition is to create algorithms and models that can solve tricky math problems written in LaTeX format. Your participation will help to advance AI models’ mathematical reasoning skills and drive frontier knowledge. Competition Host
AI|MO
Prizes & Awards
$2,117,152
Awards Points & Medals link:https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/overview
The goal of this competition is to create algorithms and models that can solve tricky math problems written in LaTeX format. Your participation will help to advance AI models’ mathematical reasoning skills and drive frontier knowledge. Competition Host
AI|MO
Prizes & Awards
Awards Points & Medals link:https://www.kaggle.com/competitions/ai-mathematical-olympiad-progress-prize-2/overview
Heuristics AI
24 Oct, 07:48
https://youtu.be/xL6Y0dpXEwc?si=N57_sAxJDNszb-h7
How could machines reach human level intelligence? Talk by Yann lecun at Columbia University
How could machines reach human level intelligence? Talk by Yann lecun at Columbia University
Heuristics AI
24 Oct, 07:25
#tools
#MLSecOps
"Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis", 2024.
#MLSecOps
"Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis", 2024.
Heuristics AI
22 Oct, 17:19
NVidia just invented 15x faster Transformer: nGPT
Read the Paper 📜
Abstract: We propose a novel neural network architecture, the normalized Transformer
(nGPT) with representation learning on the hypersphere. In nGPT, all vectors
forming the embeddings, MLP, attention matrices and hidden states are unit norm
normalized. The input stream of tokens travels on the surface of a hypersphere,
with each layer contributing a displacement towards the target output predictions.
These displacements are defined by the MLP and attention blocks, whose vector
components also reside on the same hypersphere. Experiments show that nGPT
learns much faster, reducing the number of training steps required to achieve the
same accuracy by a factor of 4 to 20, depending on the sequence length.
Read the Paper 📜
Abstract: We propose a novel neural network architecture, the normalized Transformer
(nGPT) with representation learning on the hypersphere. In nGPT, all vectors
forming the embeddings, MLP, attention matrices and hidden states are unit norm
normalized. The input stream of tokens travels on the surface of a hypersphere,
with each layer contributing a displacement towards the target output predictions.
These displacements are defined by the MLP and attention blocks, whose vector
components also reside on the same hypersphere. Experiments show that nGPT
learns much faster, reducing the number of training steps required to achieve the
same accuracy by a factor of 4 to 20, depending on the sequence length.
Heuristics AI
18 Oct, 07:15
Guide to ML Engineer Job Hunting
https://www.yuan-meng.com/posts/mle_interviews/
https://www.yuan-meng.com/posts/mle_interviews/
Heuristics AI
17 Oct, 19:47
GitHub - KellerJordan/modded-nanogpt: NanoGPT (124M) quality in 2.67B tokens
https://github.com/KellerJordan/modded-nanogpt
https://github.com/KellerJordan/modded-nanogpt
Heuristics AI
15 Oct, 17:48
PyTorch Optimizers Aren’t Fast Enough. Try These Instead | by Benjamin Bodner | Oct, 2024 | Towards Data Science
https://towardsdatascience.com/pytorch-optimizers-arent-fast-enough-try-these-instead-61a1350e3eac
https://towardsdatascience.com/pytorch-optimizers-arent-fast-enough-try-these-instead-61a1350e3eac
Heuristics AI
14 Oct, 14:42
Folding Large Proteins by Ultra-Deep Learning | Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics
https://dl.acm.org/doi/abs/10.1145/3107411.3107456
https://dl.acm.org/doi/abs/10.1145/3107411.3107456
Heuristics AI
14 Oct, 11:34
https://x.com/s_batzoglou/status/1845066153506267346?t=Z7sIrgoOhY8Zl4iqpGgQRw&s=19
Heuristics AI
12 Oct, 18:40
https://www.deeplearning.ai/short-courses/introducing-multimodal-llama-3-2/
#weeknd_snacks
#weeknd_snacks
Heuristics AI
11 Oct, 10:26
https://www.google.com/about/careers/applications/jobs/results/123161199633146566-ai-innovation-and-research-machine-learning-software-engineer
#Hiring
#Hiring
Heuristics AI
11 Oct, 10:21
Making Deep Learning Go Brrrr From First Principles
https://horace.io/brrr_intro.html
https://horace.io/brrr_intro.html
Heuristics AI
10 Oct, 08:46
https://www.youtube.com/playlist?list=PL1EviN0AzZsbebjAD7pkzdDhgvdeL_JSa&jct=eb_V3roCChyPzDsB_mu40A let us colaborate on this playlist. Add youtube videos on maths for ML.
1,714
subscribers
81
photos
21
videos
