i think you keep forgetting pytorch derived from torch, not numpy.
we fixed as much differences as we can, but torch always returned indices in torch
OPEN SOURCE
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PyTorch Derived from Torch: Index Return Differences
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Ultrascale Playbook: Hugging Face Spaces Resource Guide
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link: link: https://
huggingface.co/spaces/nanotro
n/ultrascale-playbook
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OpenAI Strategy: Model Releases and Open Source o3-mini Alternative
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they don't usually release models unless they've got a strong lead in some dimension. but would rather see oss o3-mini if they can't do that.
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Open-source o3-mini models and small local AI advancement
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Phone model. Here's why: 1. An o3-mini-level oss model is short-term inevitable. It will happen from somewhere, and it will happen soon. 2. Small local models still have a long way to go. A truly great <8B model will unlock many new uses: edge devices, small projects, etc.
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Meta FAIR Research Evolution: Open Source Human-Robot Collaboration
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A closer look at the evolution of the research from Meta FAIR that led to our latest open source work for human-robot collaboration. Details on Meta PARTNR https://
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Ultra-Scale Playbook: 5D Parallelism and CUDA Optimization Guide
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After 6+ months in the making and burning over a year of GPU compute time, we're super excited to finally release the "Ultra-Scale Playbook" Check it out here: http://
hf.co/spaces/nanotro
n/ultrascale-playbook
… A free, open-source, book to learn everything about 5D parallelism, ZeRO, fast CUDA kernels, -
Phi-4 Model Release: 40% Synthetic Data Composition
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Phi-4! (
https://
arxiv.org/abs/2412.08905). 40% synthetic. -
Grok 3 context window size clarification
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What is Grok 3 context window again? The post from @arnogau referring to a 1M context window has been removed
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Open-source models as path to uncensored AI releases
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TBH, releasing an open-source model is probably the closest thing the DeepSeek engineers could do, if they wanted to release an uncensored model.
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Perplexity Releases Uncensored R1 1776 DeepSeek Model
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An uncensored version of R1 is released https://
huggingface.co/perplexity-ai/
r1-1776
… “R1 1776 is a DeepSeek-R1 reasoning model that has been post-trained by @perplexity_ai to remove Chinese Communist Party censorship. The model provides unbiased, accurate, and factual information while