Helpers: decision and triage - a JRamirez-UAB Collection

JRamirez-UAB 's Collections

Sysadmin agent models: our picks

27B Dense MTP Vision for 24 GB GPUs

Speculative-decoding drafts

27B Visual Reasoning for 16-24 GB GPUs

4B Dense for 8-16 GB GPUs

9B Dense MTP Vision for 12-16 GB GPUs

19B-A3B MoE MTP Vision for 16-24 GB GPUs

30B-A3B MoE MTP for 24 GB GPUs

35B-A3B MoE MTP Vision for 24 GB GPUs

40B-A2.5B MoE for 24-48 GB GPUs

120-180B MoE Vision for 48-96 GB GPUs

Helpers: decision and triage

Experimental — HybridAgent on forked vLLM

Tested and discarded

Helpers: decision and triage

updated 7 days ago

Models that help the agent but do not chat: risk of a command before running it, log triage.

JRamirez-UAB/clef-GPTQ-W4A16-g64-embed-int8

Image-Text-to-Text • 15B • Updated 14 days ago • 115

Note Not a chat model: Cloudflare's Clef 27B decision head (risk of a command before running it, log triage). GPTQ, INT8 embeddings, lm_head BF16.