The fact that he could only get this story published in the Washington examiner of all places should be a signal that more reputable places don't want to attach their name to this
Cerebras is a whole lot of SRAM, basically a ton more L1/L2 cache, hence increasing throughput. They're pretty supply constrained right now though and their production costs seem prohibitive. The interesting players at…
A lot of benchmarks are setup to not punish false positives (irrelevant answers or extra text) and punish false negatives (missing the snippet being looked for). This leads to answer bloat and/or hallucination if you…
gemma 12B 4bit quant; try something with MTP and an AWQ quant
On a 5090, gemma4 26B runs at 350TPS with the command below [1] and gemma4 31B is around 150TPS with a similar command. I'm really surprised how much slower a DGX spark is for the same price. 1. Here's my command.…
Cerebras are only serving kimi for dedicated endpoint customers; for that you need a >$5m annual deal with them Cerebras also seems to be killing off their regular APIs, they're deprecating models and GLM is still stuck…
Not sure if the M5 is that massively different but I have a M2 max laptop and the screen is noticeably brighter on the Asus.
It hasn't been so bad for me to notice. Compiling rust you'll hear the fan, but you'll also hear it in a MBP. The MBP will compile faster however.
The moat is the difference between knowledge and know-how. You can read all the plumbing books, but you need to get your hands dirty a few times, mess it up and fix it, to get mentally comfortable and efficient with the…
I've been using an asus zenbook 14 OLED with linux. Compatibility is great. The screen blows apple out completely. It's clearly, obviously better. The fan noise and battery life are worse than Apple. The keyboard feels…
OK, I'm 100% rooting for both Mistral and task focused small models. But Mistral has fall really far behind since 2025Q3. It seems they can't get good reasoning models working at even medium context sizes, which is…
The fact that he could only get this story published in the Washington examiner of all places should be a signal that more reputable places don't want to attach their name to this
Cerebras is a whole lot of SRAM, basically a ton more L1/L2 cache, hence increasing throughput. They're pretty supply constrained right now though and their production costs seem prohibitive. The interesting players at…
A lot of benchmarks are setup to not punish false positives (irrelevant answers or extra text) and punish false negatives (missing the snippet being looked for). This leads to answer bloat and/or hallucination if you…
gemma 12B 4bit quant; try something with MTP and an AWQ quant
On a 5090, gemma4 26B runs at 350TPS with the command below [1] and gemma4 31B is around 150TPS with a similar command. I'm really surprised how much slower a DGX spark is for the same price. 1. Here's my command.…
Cerebras are only serving kimi for dedicated endpoint customers; for that you need a >$5m annual deal with them Cerebras also seems to be killing off their regular APIs, they're deprecating models and GLM is still stuck…
Not sure if the M5 is that massively different but I have a M2 max laptop and the screen is noticeably brighter on the Asus.
It hasn't been so bad for me to notice. Compiling rust you'll hear the fan, but you'll also hear it in a MBP. The MBP will compile faster however.
The moat is the difference between knowledge and know-how. You can read all the plumbing books, but you need to get your hands dirty a few times, mess it up and fix it, to get mentally comfortable and efficient with the…
I've been using an asus zenbook 14 OLED with linux. Compatibility is great. The screen blows apple out completely. It's clearly, obviously better. The fan noise and battery life are worse than Apple. The keyboard feels…
OK, I'm 100% rooting for both Mistral and task focused small models. But Mistral has fall really far behind since 2025Q3. It seems they can't get good reasoning models working at even medium context sizes, which is…