Weekends are for vibe coding. But are your vibes continuously improving?
Fine-tune your own model → stop waiting on someone else's release cycle.
Today's training update: Gemma 4 Dense is now available for Full Param + LoRA RL. SFT, DPO, or RL on 256K context.
Get started with the Fireworks Training Platform.
Weekend project:
A tiny CLI extension to measure your download speeds from the HF CDN ⚡️
How to run it:
hf extensions install julien-c/hf-speedtest
hf speedtest
If you run it, share your output here ⤵️
weekend project: 2x3090/vllm cyankiwi/Qwen3.6-27B-AWQ-BF16-INT4 200k context. swival as my coding agent.
As long as models keep getting more powerful via RL, distillation, and quantization, GPU depreciation will be much slower than expected. Even a 3090 will remain very useful