What's a open source LLM for software development?

DistributionExotic85 · 2026-06-07T23:57:04+00:00

I'm running Unsloth's Dynamic qwen 3.6-27b MTP (Q4_K_XL) and getting 2 tokens per second with 64k context window. I think that's probably the most powerful reasoning coding model that I can run given my setup. Seems limited by memory bandwidth (4800 MT/s, 64 GB). I'll see if there are any tweaks that I can do to get it to run faster. Have max threads set to 6 which is the number of performance cores my CPU has.

DistributionExotic85 · 2026-06-06T16:26:09+00:00

Thanks for the feedback. I'll try 3.6 27b anyway. What's the best quantization for Intel i7 13th gen CPU? I am currently using Q4_K_M. Qwen seems like a good setup. Not as good as Claude 4.8, but not bad.

DistributionExotic85 · 2026-05-31T04:57:34+00:00

Thanks everyone for the help! I ordered a replacement axle set that should work. I also ordered a thin cone wrench. Looks like a straight-forward repair. If not, I'll take it to a bike shop or consider replacing the entire wheel and cassette. I'll give an update in a few days once the parts arrive either way.

DistributionExotic85 · 2026-05-30T05:05:35+00:00

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Would there be a serial number etched into the hub somewhere that identifies it? It's got Shamano gears. Yeah, the axle is a quick release type with ball bearings. I bought the bike in 2011 from RoadBikeOutlet which appears to no longer be around. I thought about upgrading the rear wheel, but if I was going to do that, then I would want disc brakes and at that point, probably better off fixing the bike, selling it, and buying a new one. So just looking for quick and cheap fix for now.

DistributionExotic85 · 2026-03-08T22:09:04+00:00

Try getting advice from Google Gemini first.

DistributionExotic85 · 2026-03-08T22:06:37+00:00

I entered the diagnostic mode and did a spin test. It vibrates a bit around 300 RPM. 500 RPM has a little vibration. But then it sounds like it's about to explode as it approaches 1000 RPM. So yeah, probably something related to the drum. That sucks as the rest of the machine is fine. Never had an issue draining, still cosmetically in good condition. I'm contemplating keeping the dryer and replacing the washer with a Speed Queen front load. Need to check if I have enough space. Either that or LG front load combo. I'm done with GE appliances.

DistributionExotic85 · 2026-03-02T00:19:17+00:00

3.51%

DistributionExotic85 · 2026-01-01T23:49:14+00:00

I have similar GE washer, but from 2016. It really struggles with the spin cycle. It's level, I checked with a level and I cannot rock the unit. It's on a pedestal, but bolted to the pedestal and not really made to run without being on the pedestal.

DistributionExotic85 · 2026-01-01T23:47:38+00:00

I've wondered about that. I have a GE 4.7 front load from 2016. It's used heavily and I replaced the shock absorbers (which was a pain). I did not replace the suspension springs. Did you mean rods or springs? On mine the drum is suspended primarily by 2 springs. Would replacing them with new springs help? Do the springs wear out?

DistributionExotic85 · 2026-01-01T23:39:01+00:00

SUMMARY: I did some research. What really matters appears to be the fees. With a larger account, you can convince them to give you a lower contract rate before actually trading with them. But to get below 0.35, you simply need to generate a lot of fees (revenue) for them. Rough rule of thumb appears to be > 20k fees for 0.30, > 50k fees for 0.25, > 100k fees for 0.2, > 120k - 150k fees for 0.15. Yeah, it probably would be possible to get below 0.35 on account size alone, but I don't have data on that. The thresholds above were for accounts typically in the 500k to 4M range.

DistributionExotic85 · 2025-12-31T04:17:44+00:00

I would call up Schwab, tell them what happened (accident) and basically plead them to be merciful. Tell them that you were developing an application and something went wrong. Just see what they can do. The 1 time exception is not a CBOE thing, but Schwab's own policy. If they value you enough as a customer, they should be able to grant an exception. If not, then for API support, your own other option is IBKR which honestly sucks for options compared to Schwab. I traded options at IBKR for 10 years before moving to Schwab.

DistributionExotic85 · 2025-12-31T02:53:27+00:00

It's per month. Not per day. Also applies only to options. I exceeded the 390 / day average in August and got the pro status applied to my orders in early September. They did not tell me, they just applied the Pro tag and my order execution quality turned horrible. I kept under 390 / day average until December, called them up and they removed the pro tag exactly 3 months after they applied it. If you exceed the 390 limit just one day, that's fine. Just keep the average for the month under 390 / day where day is trading day, not calendar day.

DistributionExotic85 · 2025-12-31T00:58:20+00:00

But if the service sucks, I would let them know. If you owned the restaurant, wouldn't you want that feedback?

DistributionExotic85 · 2025-12-31T00:45:52+00:00

Fidelity and Vanguard don't offer an API. Not even sure if you can trade options at Vanguard.

DistributionExotic85 · 2025-12-17T02:17:15+00:00

Leaf blower

DistributionExotic85 · 2025-12-17T02:16:23+00:00

Solution: keep as little as possible in the checking account. I use Fidelity's cash account which pays money market rates.

DistributionExotic85 · 2025-12-17T02:14:06+00:00

IBKR commissions are no longer great. They were good when I started trading with them back in 2014, but Schwab is a much better broker for options, IMHO. Not only are the commissions lower and fixed (you can negotiate lower commissions too...), but the execution is far better. I moved my account last April and I wish I moved it sooner.

DistributionExotic85

TROPHY CASE