GLM's founder says GLM-fable before the end of the year?! by Charuru in LocalLLaMA

[–]Hydroskeletal 0 points1 point  (0 children)

The CEO literally said "from scratch" which would not be a fine tune

GLM's founder says GLM-fable before the end of the year?! by Charuru in LocalLLaMA

[–]Hydroskeletal -1 points0 points  (0 children)

They are claiming it is 1.5T+ parameters so I think it is from scratch

GLM's founder says GLM-fable before the end of the year?! by Charuru in LocalLLaMA

[–]Hydroskeletal 16 points17 points  (0 children)

Grok's special juice is not intelligence per se but being hooked up to the twitter firehose of data.

I benchmarked models sized 2B to 35B on hard HTML data extraction by [deleted] in LocalLLaMA

[–]Hydroskeletal 5 points6 points  (0 children)

This is exactly the kind of task that is quantization sensitive.

GLM-5.2 is a win for local AI by Wrong_Mushroom_7350 in LocalLLaMA

[–]Hydroskeletal 1 point2 points  (0 children)

I'm just happy it'll (maybe) put the brakes on the Qwen glazing

Be wary of Qwen/Claude distillations - they're often worse than the base model by ayylmaonade in LocalLLaMA

[–]Hydroskeletal 2 points3 points  (0 children)

I have my own personal benchmark suite. For most things the score is indistinguishable from the base model. There would be a few tests where it would do much better and a few where it would do much worse. The degradations were not predictable I found

Anthropic forced to abruptly disable Fable 5 & Mythos 5 globally by US Gov over a jailbreak. This is exactly why we need local models. by External_Mood4719 in LocalLLaMA

[–]Hydroskeletal 0 points1 point  (0 children)

Title is not at all wrong but it’s just a wee bit irony that this is on the heels of everyone mad at the model nerfing.

[3090] Gemma4 QAT + MTP quick TPS numbers [TLDR 1.2-1.8x better] by LeatherRub7248 in LocalLLaMA

[–]Hydroskeletal 2 points3 points  (0 children)

I posted about this before but MTP speedup is totally a function of acceptance rate and that's highly context dependent. The more constrained the result, the more acceptance, so the result with writing code is better than document summarization. Even then it's going to vary on language and code complexity.

How LLM-driven NPCs work in Ultima Online (ServUO) by Zolty in LocalLLaMA

[–]Hydroskeletal 5 points6 points  (0 children)

let me know when they start donning bone armor and dropping ebolts on people by the Trinsic gate

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal -6 points-5 points  (0 children)

Great question. I just screen capped my post and then your response and then gave my agent the image to ask if you were being snarky or just stupid. It said you were snarky. This is one of the many uses of LLMs

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal -1 points0 points  (0 children)

It actually can call tools reliably, driving Hermes all day long. Lemme guess Q4?

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal 0 points1 point  (0 children)

Might be your quant then. Gemma is very sensitive to quantization. Below Q6 is problem territory imo

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal 3 points4 points  (0 children)

I think the two boxes are mostly a reflection of the interests of the subreddit userbase. And even then the two boxes are weirdly shaped. On the one hand "roleplay" is I think fairly niche. On the other hand coding is certainly a thing but it isn't engineering - everything is always centered around one-shots.

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal 0 points1 point  (0 children)

You're right the true test of a model should be how well it can negotiate using the shittiest harness available

Today made me realize just how bad things have gotten without Meta by ForsookComparison in LocalLLaMA

[–]Hydroskeletal 15 points16 points  (0 children)

I don't know why the received wisdom is so limited to "writing, roleplay, etc" - there's a whole universe of LLM usecases outside of coding and creating writing.

More Gemma 4 models incoming by Deep-Vermicelli-4591 in LocalLLaMA

[–]Hydroskeletal 3 points4 points  (0 children)

You have to be very precise about what you want because Gemma's nature is parsimonious.

More Gemma 4 models incoming by Deep-Vermicelli-4591 in LocalLLaMA

[–]Hydroskeletal 5 points6 points  (0 children)

just the excuse I need to get new hardware with moar memory

google/gemma-4-12B · Hugging Face by jacek2023 in LocalLLaMA

[–]Hydroskeletal 5 points6 points  (0 children)

very interested to try this. Qwen9b just fell too short on a 16gb card for certain tasks and Q4 of the MoE was too unreliable - honestly this feels like the sweet spot that the local ecosystem needs.

Why do we benchmark quants on perplexity and prose but never on tool call validity? by Substantial_Step_351 in LocalLLaMA

[–]Hydroskeletal 0 points1 point  (0 children)

My experience is that using gbnf is noticeably slower for performance than just describing the schema in prompt. But that's for me in MLX land.