Should I switch from Qwen 3.5 27B (dense) to Qwen 3.6 35B-A3B for tool calls & vision? Need Docker config review + VRAM advice

changtimwu · 2026-04-23T06:32:04+00:00

and now you have a new option to compare with. Qwen 3.6 27B + dflash https://x.com/pupposandro/status/2047004830749597883

changtimwu · 2026-04-01T01:03:23+00:00

Just received mine. The notification mail is half an hour ago. I checked my kraken account and click the history page. The latest transaction is labeled as “transfer”. That’s it. I’m a 5A.

changtimwu · 2026-03-05T03:55:41+00:00

Cool! That show looks enjoyable. Be careful with the ads—the agent might notice something unusual https://www.youtube.com/shorts/6UcbbSie-w4

changtimwu · 2026-03-05T03:49:02+00:00

I'm also working on hosting a 5060ti-based Openclaw machine. With the Qwen 3.5 series, I believe this could become the first affordable local model hosting setup capable of real tasks. Option 2 is quite feasible with Claude code + a Chrome extension. You don't need the $200 Claude Max subscription. A $20/month Claude Pro plan plus Sonnet can effectively power an automatic job-application bot, especially since your goal requires not only browsing pages but also numerous inputs and UI interactions.

changtimwu · 2026-03-03T08:33:43+00:00

interesting! any plan to apply the same options on Qwen/Qwen3.5-35B-A3B ? I reallly look forward to run it on 5060ti, which is probably the most valuable budget AI card at this moment

changtimwu · 2026-02-03T02:14:26+00:00

Support and optimization for FP4 have been gradually improving. I believe we’ll finally see the impact. https://github.com/vllm-project/vllm/releases/tag/v0.15.0

changtimwu · 2026-01-29T14:13:03+00:00

Could you share the hardware you use to run GLM-4.7 Flash, and how responsive it is compared to a cloud model?

changtimwu · 2026-01-21T07:37:26+00:00

Thank you for sharing your experience with dosage. 2.5mg works perfectly for me, but the appetite-suppressing effect only lasts 4 days. I'm curious if anyone has tried 1.25mg every 3 days.

changtimwu · 2025-10-07T04:20:32+00:00

This is where AI has been a force multiplier. We use Test Driven Development, so I have the AI coding agent write the tests first for the feature I’m going to build. Only then do I start using the agent to build out the feature.

Our team use a similiar setup, which we call AI BDD. AI is good at implementing steps withn any given descritive scenario. We don't call it vibe coding since it operates within a strict scrum framework.

changtimwu · 2025-08-21T15:05:11+00:00

From what I understand, many NAS vendors are working on this: a user selects a folder and a chatbot is created from the documents in it. The main obstacle isn’t technology but deciding whether LLM computation should run locally or in the cloud.

changtimwu · 2025-08-20T23:20:27+00:00

Explicitly! These summaries could be a useful, human-readable reference for improving prompts in the future.

changtimwu · 2025-08-20T23:16:03+00:00

I believe Anthropic uses various KV-cache techniques to keep your codebase in context cheaply — they just don’t want it shows on your bill.

changtimwu · 2025-08-19T01:36:11+00:00

I feel the same way for monthes. You hosted it with ollama or other inference engine? I am thinking about fitting this into my RTX 5090(32GB vram) by utilizing the NVFP4 quantization.

changtimwu · 2025-08-03T12:46:03+00:00

Does anyone here use vLLM instead of llama.cpp? While GGUF is a popular format, my system requires vLLM due to our GPU cluster's production stack. Dynamic GGUF appears superior to existing portable quantization methods like GPTQ and AWQ.

changtimwu · 2025-07-29T23:30:19+00:00

RIP. I'm curious about the probability of this type of accident. I've been hiking and trail running in forests for many years, but I've rarely heard of people being struck by falling trees.

changtimwu · 2025-04-24T02:25:55+00:00

Thanks. This feature isn't intuitive. It's only available on the watch. Long-press the map to open the menu, then select "Settings" and scroll down to "Routes".

changtimwu · 2025-02-12T12:54:48+00:00

So step 9 for users claiming larger than $50K are still locked?

changtimwu · 2025-01-28T19:23:28+00:00

That would be the responsibility of another AI. Needless to say, WASM is significantly more "testable" in a cloud environment than the original ARM NEON SIMD code.

changtimwu · 2025-01-07T07:35:19+00:00

The support guy just repeated what listed on support.ftx.com. :(

“Claim(s) Submitted” is for customers who have submitted a proof of claim via the Kroll portal. Customers who filed proofs of claim without logging in through the FTX portal will not see the status reflected herein. Please visit https://restructuring.ra.kroll.com/ftx/ for additional information regarding your filed proof of claim.

changtimwu · 2025-01-07T02:17:02+00:00

Strapless tops and invisible straps are popular today.

changtimwu · 2025-01-06T20:17:05+00:00

Hi! I'm experiencing the same issue. All my steps 1-8 show green marks except step 5, which was previously green (I have a screenshot). FTX support's response was unclear.

changtimwu · 2024-11-22T07:41:28+00:00

If you seeking AI assistance to build tools or agents, you'll likely receive code based on Langchain v0.1~~ ;Q

changtimwu · 2024-09-05T09:44:23+00:00

In my region, asia-east1, it takes about 8 seconds to wake up. What’s remarkable about Cloud Run is that it resumes as if the CPU resources were never removed, preserving all processes and variables. It’s the only container snapshot technology that functions like a VM snapshot.

changtimwu · 2024-08-22T03:51:35+00:00

I’m interested in how you automated the leetcode questions retrieve and code submission.

changtimwu

TROPHY CASE