Daniel Han
FounderFounder at Unsloth AI
San Francisco, California, United States
FoundedUnsloth AI Β· YC
About
Daniel Han previously worked at NVIDIA on algorithmic optimization and has contributed bug fixes to several open-source language models including Gemma, Llama, Mistral, and Phi. He maintains Hyperlearn, an open-source package for accelerating machine learning workflows.
Daniel Han @danielhanchen
For folks asking why Q8_K_XL and not MXFP4 naming, DS4 uses MXFP4 for MoE layers & FP8 for most others. llama.cpp doesn't have native FP8 & Q8_0 != FP8. Q8_K_XL = MXFP4+BF16 (100% lossless) vs Q4_K_XL = MXFP4+Q8_0 (96% same top-1%) Folks saying FP8==Q8_0 as lossless are wrong. https://t.co/znfqqE9q0T
Jul 31, 2026 Β· β₯ 84 Β· β 11
Daniel Han @danielhanchen
Unsloth UD quants for DeepSeek V4 Flash 0731 are out! UD-Q8_K_XL 162GB is fully lossless (MXFP4 + BF16) UD-Q4_K_XL 155GB 96% top-1% UD-Q3_K_XL 129GB 87% UD-IQ3_S 117GB 83% UD-Q2_K_XL 97GB 79% UD-IQ1_S 83GB 73% https://t.co/HKR0styM1N
Jul 31, 2026 Β· β₯ 319 Β· β 35
Daniel Han @danielhanchen
My 2hr workshop on Open vs Closed models, reward hacking, benchmaxxing & RL is out! 1. Closed vs open models 2. Throughput maxxing but accuracy minimizing 3. Benchmaxxing & cheating 4. Distillation & RL 5. Stopping reward hacking 6. @UnslothAI Dynamic Quants Details: 1. If
Jul 21, 2026 Β· β₯ 394 Β· β 67
Founder at Unsloth AIYC S24
Intro paths
Daniel went through Y Combinator (Summer 2024) β any YC alum in your network can reach them through the YC community.
Their group partner at YC was Nicolas Dessaigne, General Partner at Y Combinator β the partner who ran Unsloth AI's batch and knows the company first-hand. YC profile β
In turn, Daniel can intro founders to Unsloth AI's investors below.
Unsloth AI's investors Β· 2
Co-founders at Unsloth AI
Experience
- Unsloth AICo-Foundercurrent2023 β presentSan Francisco Bay Area
- NVIDIAMachine Learning Engineer2018 β 2020Sydney, Australia
- UNSW Business SchoolGraduate Research And Teaching Assistant2017 β 2018Sydney
- TelstraResearch Project Lead2017Greater Sydney Area
- WestfieldEngineering Project Lead2017Greater Sydney Area
Education
- UNSWBachelor of Data Science, Algorithms & AI2017 β 2019
- UNSWBachelor of Laws and Actuarial Studies2016 β 2017
Skills & more
+12 more
Artificial IntelligenceAlgorithmsWeb DevelopmentMathematical ModelingOptimizationResearchData ProcessingNatural Language ProcessingAnalytical ModellingStochastic ModelingData ScienceTeamworkFrom Daniel's professional profile.
Founder mafias
Y Combinator mafia8,668
Also came through, then founded or led a company.
+ 8,661 more
UNSW mafia29
Also came through, then founded or led a company.
+ 22 more
Same school
Also attended UNSW221
+ 215 more
Shared employers
Also worked at Unsloth AI6
Also worked at NVIDIA104
+ 98 more
Also worked at UNSW Business School10
+ 4 more
Also worked at Telstra26
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