About
Apache MXNet https://github.com/apache/incubator-mxnet
Co-author of DJL (Deep Learning…
Co-author of DJL (Deep Learning…
Activity
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We're excited to have reviewed a new Thinking Machines Lab blog showing how LoRA in reinforcement learning (RL) can match full-finetuning when done…
We're excited to have reviewed a new Thinking Machines Lab blog showing how LoRA in reinforcement learning (RL) can match full-finetuning when done…
Liked by Cheng-Che(Jake) Lee
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FlexAttention’s decoding backend is now optimized for inference—supporting GQA, PagedAttention, nested jagged tensors, trainable biases, and…
FlexAttention’s decoding backend is now optimized for inference—supporting GQA, PagedAttention, nested jagged tensors, trainable biases, and…
Liked by Cheng-Che(Jake) Lee
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I'm currently #hiring a highly skilled and experienced Engineering Manager to lead a critical team within #meta's MTIA backend compiler organization.…
I'm currently #hiring a highly skilled and experienced Engineering Manager to lead a critical team within #meta's MTIA backend compiler organization.…
Liked by Cheng-Che(Jake) Lee
Experience & Education
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Meta
View Cheng-Che(Jake)’s full experience
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Honors & Awards
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Presidential Award
National Cheng Kung University
Top 5% GPA ranking in the department
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Presidential Award
National Cheng Kung University
Top 5% GPA ranking in the department
Languages
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Chinese
Native or bilingual proficiency
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English
Professional working proficiency
More activity by Cheng-Che(Jake)
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Honored to serve on the program committee for this year’s PyTorch Conference. Exciting innovations are happening in the inference space and vLLM!…
Honored to serve on the program committee for this year’s PyTorch Conference. Exciting innovations are happening in the inference space and vLLM!…
Liked by Cheng-Che(Jake) Lee
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Come! Join my team! Make chips go brrr!
Come! Join my team! Make chips go brrr!
Liked by Cheng-Che(Jake) Lee
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Let’s go, SFO! We’ve been approved by the San Francisco International Airport to begin operations, and will start testing soon. More here:…
Let’s go, SFO! We’ve been approved by the San Francisco International Airport to begin operations, and will start testing soon. More here:…
Liked by Cheng-Che(Jake) Lee
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A few days ago, I proposed KIP-1200: deprecating ClientQuotaCallback#updateClusterMetadata. This method was absent in KRaft for more than 3 years…
A few days ago, I proposed KIP-1200: deprecating ClientQuotaCallback#updateClusterMetadata. This method was absent in KRaft for more than 3 years…
Liked by Cheng-Che(Jake) Lee
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Aug. 29 was my last day at Anyscale. I am deeply grateful for the opportunities I’ve had here over the past 3 years, both as an intern and in a…
Aug. 29 was my last day at Anyscale. I am deeply grateful for the opportunities I’ve had here over the past 3 years, both as an intern and in a…
Liked by Cheng-Che(Jake) Lee
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Excited to share: I'm joining Anthropic, focusing on GPU performance. I'm thrilled to contribute to Anthropic's mission of building safer AI…
Excited to share: I'm joining Anthropic, focusing on GPU performance. I'm thrilled to contribute to Anthropic's mission of building safer AI…
Liked by Cheng-Che(Jake) Lee
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Hello Anthropic! After 12 awesome years at Meta where I contributed to foundational technology (HHVM, ReDex, PyTorch, Triton) I’ve decided it’s time…
Hello Anthropic! After 12 awesome years at Meta where I contributed to foundational technology (HHVM, ReDex, PyTorch, Triton) I’ve decided it’s time…
Liked by Cheng-Che(Jake) Lee
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Training a draft model for speculative decoding has proven to be a highly effective strategy to boost inference speed and throughput. At LinkedIn, we…
Training a draft model for speculative decoding has proven to be a highly effective strategy to boost inference speed and throughput. At LinkedIn, we…
Liked by Cheng-Che(Jake) Lee
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I am hiring managers in the area of hardware-software co-design of GPU, AI chip, CPU, performance projection, and performance optimizations, related…
I am hiring managers in the area of hardware-software co-design of GPU, AI chip, CPU, performance projection, and performance optimizations, related…
Liked by Cheng-Che(Jake) Lee
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After 8 years at Meta, today is my last day. On my very first day, I was given a sticker that read: “This is now your company.” At the time, I…
After 8 years at Meta, today is my last day. On my very first day, I was given a sticker that read: “This is now your company.” At the time, I…
Liked by Cheng-Che(Jake) Lee
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As a PhD student, sometimes I feel isolated. Not from the world, but from myself. A while ago, in an event full of startup founders, someone asked…
As a PhD student, sometimes I feel isolated. Not from the world, but from myself. A while ago, in an event full of startup founders, someone asked…
Liked by Cheng-Che(Jake) Lee
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After many, many long days that turned into nights, quick syncs that turn into long pairs, caffeinated beverages and tartine bread, our team launched…
After many, many long days that turned into nights, quick syncs that turn into long pairs, caffeinated beverages and tartine bread, our team launched…
Liked by Cheng-Che(Jake) Lee
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