GLM-5.3-Flash-GGUF vs Laguna-M.1

Specs, VRAM requirements and download trends — updated 23 October 2026.

unsloth · A · Open weights
Params
321.3 B
Context
—
30d
892 K
mit · commercial OK
poolside · B · Open weights
Params
225.8 B
Context
262,144
30d
568 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification GLM-5.3-Flash-GGUF Laguna-M.1
Parameters 321.3 B 225.8 B
Architecture — LagunaForCausalLM
Context length — 262,144
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages 2 —
Downloads 30d 891,797 568,241
Downloads all time 1.7 M 585 K
Quantizations on the Hub GGUF SAFETENSORS
Gated No No
First seen on the Hub 2026-08-26 2026-06-15

Download trend

Daily snapshots, last 43 days (11 Sep – 23 Oct)

1.1 M199 K
GLM-5.3-Flash-GGUF Laguna-M.1

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Laguna-M.1 · fp16 @ 256K ctx 1,581.1 GB / 24 GB
❌ Won’t fit

Adjacent comparisons