peculiar-ragdoll / image-text-to-text Open weights updated 2 weeks ago

Tiel-Coder-35B-A3B-GGUF-MTP

Tiel is the fast coder of the arsenal. At 4-bit quantization and 23 GB it fixes real codebase issues at the rate (and speed, with the right GPU) of Opus 4.6 medium, while holding the best multi-turn conversation of any local model we have measured. It is also cheerfully bad at trivia.

Params
35.0 B
Context
—
Downloads 30d
3.1 M
Likes
352
Commercial use: allowed mit Not gated GGUF 2 languages View on Hugging Face ↗

Download history

daily snapshots · 52 days
▲ 1.3 M in the last 30 days (69.7%)
3.1 M853 K
Sep 20Oct 7Oct 24Nov 10

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

FileQuantSizeEst. VRAMVerdict on RTX 4090 · 24 GB
Tiel-Coder-35B-A3B-MTP-UD-Q2_K_XL.gguf Q2_K_XL 12.7 GB 19.7 GB ⚠️ Tight — reduce context
Tiel-Coder-35B-A3B-MTP-UD-IQ3_XXS.gguf IQ3_XXS 13.6 GB 20.7 GB ⚠️ Tight — reduce context
Tiel-Coder-35B-A3B-MTP-UD-IQ3_S.gguf IQ3_S 14.1 GB 21.2 GB ⚠️ Tight — reduce context
Tiel-Coder-35B-A3B-MTP-UD-Q3_K_XL.gguf Q3_K_XL 17.2 GB 24.7 GB ❌ Won’t fit
Tiel-Coder-35B-A3B-MTP-UD-IQ4_XS.gguf IQ4_XS 18.1 GB 25.7 GB ❌ Won’t fit
Tiel-Coder-35B-A3B-MTP-UD-Q4_K_S.gguf Q4_K_S 21.3 GB 29.2 GB ❌ Won’t fit
Tiel-Coder-35B-A3B-MTP-UD-Q4_K_XL.gguf Q4_K_XL 22.7 GB 30.8 GB ❌ Won’t fit
Tiel-Coder-35B-A3B-MTP-UD-Q5_K_S.gguf Q5_K_S 25.3 GB 33.6 GB ❌ Won’t fit
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Parameters
35.0 B
Licence
mit
First seen on the Hub
2026-08-24
Base model
Ornith-1.5-35B-A3B
Training datasets
undisclosed
Added to our catalog
2026-09-20

Family

Base model and the most-downloaded derivatives in the catalog.

Compare with any image-text-to-text model