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Aleksei Romanov profile picture

Aleksei Romanov

Ex-Apple GenAI engineer, building an LLM post-training platform at g factor technologies

Joined Joined on  Personal website https://www.g-ftech.com
LoRA & DoRA: The Math, Memory, and Trade-offs
gfactor profile

LoRA & DoRA: The Math, Memory, and Trade-offs

#machinelearning #ai #llm #deeplearning
1
Comments 2
8 min read

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Multi-Reward Reinforcement Learning for LLM Agents: Comparing PPO, GRPO, DAPO, and GDPO
gfactor profile

Multi-Reward Reinforcement Learning for LLM Agents: Comparing PPO, GRPO, DAPO, and GDPO

#machinelearning #ai #llm #reinforcementlearning
Comments 2
8 min read
SFT vs. RL: What Changes Inside the Model?
gfactor profile

SFT vs. RL: What Changes Inside the Model?

#machinelearning #ai #llm #deeplearning
Comments 6
6 min read
Latent-GRPO: Reinforcement Learning in Continuous Thought Space
gfactor profile

Latent-GRPO: Reinforcement Learning in Continuous Thought Space

#grpo #machinelearning #ai #llm
Comments 2
9 min read
High-Throughput LLM Inference & Training: A Deep Dive into vLLM
gfactor profile

High-Throughput LLM Inference & Training: A Deep Dive into vLLM

#ai #machinelearning #python #gpu
2
Comments 1
9 min read
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