Jesus Alvarez

Quant.

Previously Dev, Architect, Manager for Watson Integration @ IBM.
"Back in my day ML had a lot more spark, yarn, xgb."

[Jesus Alvarez @Chuyqa]

Saturday Hackathon with the 10 year old Nephews.
"What if I could take a picture of any food and see if its safe"... (Sodium restricted diet).
#LLAMA2 + Saleforce #BLIP + #Gradio.. And they built their first proof of concept!

[Jesus Alvarez @Chuyqa]

The amount of compounding improvements that smaller GPUs got this month has been insane. Some Qwen3.6-27B Q4_K_XL stats:

14 t/s -> 31 t/s with MTP on dual 4060ti.
31 t/s -> 50 t/s with MTP AND split-mode tensor.

Qwen3.6-35B-A3B is localmaxxing 115 t/s with the same flags

[Jesus Alvarez @Chuyqa]

fyi for localmaxxing dual GPUs on llamacpp
MTP is nice.
MTP + Tensor Split is hermes-nice. https://t.co/JqatSsLRTZ

[Jesus Alvarez @Chuyqa]

The amount of compounding improvements that smaller GPUs got this month has been insane. Some Qwen3.6-27B stats:

14 t/s -> 31 t/s with MTP on dual 4060ti.
31 t/s -> 50 t/s with MTP AND split-mode tensor.

Qwen3.6-35B-A3B is localmaxxing 115 t/s with the same flags

[Jesus Alvarez @Chuyqa]

@deepfates Context window starts at 5am and lasts 2M tokens before sleep compaction (each coffee extends it by 100k).

My prompter left behind some 10 commandments in a .md file, but after a few thousand epochs the other agents aren't following it to spec.

[Jesus Alvarez @Chuyqa]

@TheMadPsyntist @rwitoff @coinbase IOTX data finally flowing.. But still a handful of broken pairs Monday at 2pm.. *cough* ICP-USDT is still fucked.

[Jesus Alvarez @Chuyqa]

@rwitoff @coinbase Fixed for most pairs.. IOTX is still sending bids 10x higher than the asks

[Jesus Alvarez @Chuyqa]

@rwitoff @coinbase Exhibit 1: Crossing spread shows the bid 10x higher than the ask.

[Jesus Alvarez @Chuyqa]

@rwitoff @coinbase You still have dozens of pairs sending bad data on ticker and l2 as of 2:39 PM Pacific. OP, IOTX, ICP.. list is rather long. Good luck getting this synced.

[Jesus Alvarez @Chuyqa]

@ClementDelangue That seems to only work for GGUF? Would be nice to see for AWQ and others

[Jesus Alvarez @Chuyqa]

@amasad I was calling out slopsquatting before it was a thing

[Jesus Alvarez @Chuyqa]

@amasad Example vulnerable search:

Any attacker can register that package, and then #chatgpt is prompting you to install a malicious package.

[Jesus Alvarez @Chuyqa]

@tmuxvim It's been incredibly annoying. It feels like it was trained on youtube videos with a surprised open mouth.

[Jesus Alvarez @Chuyqa]

@zvlasov > MCP Is dead
Indeed, Clean API Docs > MCP.

Funny to kraken, okx, and unusualwhales all release an MCP this week just as the ai labs phasing away from it
https://t.co/U4m6sgNGK2
https://t.co/15IJ4WLNPr

[Jesus Alvarez @Chuyqa]

@Teknium Y'all seriously cooked something with Hermes
A "Show full Dangerous Command" option would be incredibly useful instead of the 80 char cap btw :) https://t.co/EKNcxc7dzI

[Jesus Alvarez @Chuyqa]

@abacaj "Ran it for 1 day and prevented it from creating a tax nightmare for me of transactions because some molt told it to create a wallet"
or
"Ran it for 1 day and it didnt nuke anything important in my google drive"

[Jesus Alvarez @Chuyqa]

@Polymarket 1.6 Million Printed books in the Vatican.
80,000 manuscripts.
521 million pages × 300 words/page ≈1.56 × 10¹¹ words x 1.3 tok/word ≈200B tokens.
x (1/30 tok/param) ~ 7B parameters.

The Vatican should drop their own 7B Model this year.

[Jesus Alvarez @Chuyqa]

@Jason @grok How bad of an idea is it to give my clawdbot a Reachy Mini and a 3D printer?

[Jesus Alvarez @Chuyqa]

@_fluxfeeds @grok How does this compare with the largest drone shows put on by the US companies such as Sky Elements

[Jesus Alvarez @Chuyqa]

@imnotanoob1 @Gemini @erickuhn19 @cameron @tyler When does this go live?
Both of these still only show ethereum as a network..
https://t.co/hwrxcdltFv
https://t.co/2RNGpGavkr

[Jesus Alvarez @Chuyqa]

@__tinygrad__ @grok For OpenBLAS, cuBLAS, and rocBLAS, is there no way to avoid the intermediate deepcopy/materialization?

[Jesus Alvarez @Chuyqa]

@JoeRappp @Gemini Some rough analytics on x and reddit shows you guys are getting hammered with 4-5k tickets/day this week.. (Auto increment ticket id)... Whoever rolled out that latest ML that keeps firing false positives owes your support team (and geminiInst partners) a beer 🤣