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mitkox (Mitko Vasilev)

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.

Recent Activity

updated a model 1 day ago

mitkox/FastContext-1.0-4B-RL-Q8_0-GGUF

published a model 1 day ago

mitkox/FastContext-1.0-4B-RL-Q8_0-GGUF

updated a model 1 day ago

mitkox/FastContext-1.0-4B-RL-Q4_K_M-GGUF

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Organizations

Posts 34

Post

5732

My USB charger has a Blackwell GPU and 128GB RAM.
What. A. Time. To. Be. Alive.
People in Sofia: “It’s freezing.”
Me: sitting next to 3kW of space AI heaters on my desk 👀
1x GLM-5, 2x MiniMax-M2.5, 1x Qwen3 Coder Next; all on single Aibrix/K8s cluster

Post

608

134,614 tok/sec input prefil max
1031 tokens/sec out gen max

At these local AI speeds, there is no User Interface for humans. My human UI is the Radicle distributed Git issues queue

On my GPU workstation:
- Z8 Fury G5 4x A6000
- MiniMax-M2.5
- Claude Code to localhost:8000

spaces 1

M A P OpenCodeInterpreter DS 6.7B

models 24

mitkox/FastContext-1.0-4B-RL-Q8_0-GGUF

4B • Updated 1 day ago • 127

mitkox/FastContext-1.0-4B-RL-Q4_K_M-GGUF

4B • Updated 1 day ago • 131

mitkox/FastContext-1.0-4B-SFT-Q4_K_M-GGUF

4B • Updated 2 days ago • 491 • 7

mitkox/FastContext-1.0-4B-SFT-Q5_K_M-GGUF

4B • Updated 2 days ago • 294 • 3

mitkox/google-jefferson

0.1B • Updated Oct 15, 2025 • 4 • 1

mitkox/Foundation-Sec-8B-Q8_0-GGUF

Text Generation • 8B • Updated May 4, 2025 • 4 • 1

mitkox/DeepSeek-R1-ReDistill-Qwen-1.5B-v1.0-Q4_K_M-GGUF

Text Generation • 2B • Updated Jan 24, 2025 • 9 • 1

mitkox/DeepSeek-R1-Distill-Llama-8B-Q4_K_M-GGUF

8B • Updated Jan 20, 2025 • 309 • 2

mitkox/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B-mlx

Text Generation • 1B • Updated Oct 2, 2024 • 42

mitkox/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B-Q4_0-GGUF

Text Generation • 8B • Updated Oct 2, 2024 • 41 • 1

datasets 2

mitkox/aya_dataset

Viewer • Updated Feb 13, 2024 • 1.75k • 18

mitkox/vulcan

Updated May 28, 2023 • 5