Mitko Vasilev's picture

Mitko Vasilev

mitkox

AI & ML interests

Make sure you own your AI. AI in the cloud is not aligned with you; it's aligned with the company that owns it.

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posted an update 1 day ago
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325
Stargate to the west of me
DeepSeek to the east
Here I am
Stuck in the middle with the EU

It will likely be a matter of sparkle to get export control on frontier research and models on both sides, leaving us in a vacuum.

Decentralized training infrastructure and on device inferencing are the future.
posted an update 4 days ago
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467
On device AI reasoning ODA-R using speculative decoding with draft model DeepSeek-R1-Distill-Qwen-1.5B and DeepSeek-R1-Distill-Qwen-32B. DSPy compiler for reasoning prompts in math, engineering, code...
posted an update 8 days ago
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1381
Training a model to reason in the continuous latent space based on Meta's Coconut.
If it all works will apply it on the MiniCPM-o SVD-LR.
Endgame is a multimodal, adaptive, and efficient foundational on device AI model.
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replied to their post 16 days ago
replied to their post 16 days ago
posted an update 16 days ago
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2430
Can it run DeepSeek V3 671B is the new 'can it run Doom'.

How minimalistic can I go with on device AI with behemoth models - here I'm running DeepSeek V3 MoE on a single A6000 GPU.

Not great, not terrible, for this minimalistic setup. I love the Mixture of Experts architectures. Typically I'm running my core LLM distributed over the 4 GPUs.

Make sure you own your AI. AI in the cloud is not aligned with you; it's aligned with the company that owns it.
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liked a Space about 1 month ago
New activity in open-acc/README 2 months ago

Bye Apple and hi NVIDIA

4
#6 opened 2 months ago by
mitkox