Collinear AI @CollinearAI
https://t.co/sjBUcxalCo Joined October 2023-
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Collinear AI retweeted
Beginner's lessons from implementing a CUDA kernel for MoE layers (on single device so far): - To speed things up in topK token routing, let a whole block work on a single token, and use shared memory between the threads to read and write expert logits fast - Parallel process…
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Collinear AI retweeted
You don't need to do fancy things to "undo" the RL alignment of @OpenAI's gpt-oss-20b to reveal what's under the hood in the *base* model. All you need to do is NOT use the chat template! Look below for examples on how to synthesize meth and rob stores 👇
You don't need to do fancy things to "undo" the RL alignment of @OpenAI's gpt-oss-20b to reveal what's under the hood in the *base* model. All you need to do is NOT use the chat template! Look below for examples on how to synthesize meth and rob stores 👇
Great find @HeMuyu0327!
Are you relying on LiveCodeBench for your code reasoning numbers? We found that @Alibaba_Qwen 8B model performance on goes from 57.8 to 38 if you use the official LiveCodeBenchmark 📉! Use the bug fixes below to reproduce the actual results and get a more reliable ranking of…
Are you relying on LiveCodeBench for your code reasoning numbers? We found that @Alibaba_Qwen 8B model performance on goes from 57.8 to 38 if you use the official LiveCodeBenchmark 📉! Use the bug fixes below to reproduce the actual results and get a more reliable ranking of…
🚀 MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)'s SEAL: LLMs That Learn How to Learn, Generating Their Own Training Data via Reinforcement Learning Think of SEAL (Self-Adapting Language Models) as an LLM that writes its own study notes, then grades itself…
🚀 We're excited to welcome @MackeyTsach as our new Machine Learning Engineer at Collinear AI!
We're hiring our first Research Scientist intern! If you’re excited about post-training, data curation, and making AI actually work in the real world — apply here 👇 app.dover.com/apply/Collinea…
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