In a Training Loop 🔄

Jenis Hathaliya

developerJenis

AI & ML interests

Optical Character Recognition (OCR) Large Language Models (LLMs) Computer Vision Natural Language Processing Model Deployment and Optimization Speech Recognition and Text-to-Speech Multi-modal AI Real-time AI Applications

Recent Activity

reacted to mitkox's post with 👍 about 8 hours ago

I just pushed Claude Code Agent Swarm with 20 coding agents on my desktop GPU workstation. With local AI, I don’t have /fast CC switch, but I have /absurdlyfast: - 100’499 tokens/second read, yeah 100k, not a typo | 811 tok/sec generation - KV cache: 707’200 tokens - Hardware: 5+ year old GPUs 4xA6K gen1; It’s not the car. It’s the driver. Qwen3 Coder Next AWQ with cache at BF16. Scores 82.1% in C# on 29-years-in-dev codebase vs Opus 4.5 at only 57.5%. When your codebase predates Stack Overflow, you don't need the biggest model; you need the one that actually remembers Windows 95. My current bottleneck is my 27" monitor. Can't fit all 20 Theos on screen without squinting.

upvoted an article 10 days ago

We Got Claude to Build CUDA Kernels and teach open models!

liked a model 18 days ago

nvidia/personaplex-7b-v1

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reacted to mitkox's post with 👍 about 8 hours ago

Post

1979

I just pushed Claude Code Agent Swarm with 20 coding agents on my desktop GPU workstation.

With local AI, I don’t have /fast CC switch, but I have /absurdlyfast:
- 100’499 tokens/second read, yeah 100k, not a typo | 811 tok/sec generation
- KV cache: 707’200 tokens
- Hardware: 5+ year old GPUs 4xA6K gen1; It’s not the car. It’s the driver.

Qwen3 Coder Next AWQ with cache at BF16. Scores 82.1% in C# on 29-years-in-dev codebase vs Opus 4.5 at only 57.5%. When your codebase predates Stack Overflow, you don't need the biggest model; you need the one that actually remembers Windows 95.

My current bottleneck is my 27" monitor. Can't fit all 20 Theos on screen without squinting.