llamaperf

Tiel-Coder 35B (3B active)

on NVIDIA RTX 4070 Ti Super · LM Studio · 65,535 ctx

Tone: positiveNVIDIA hardware
Oct 27, 2026
Throughput
125.0 t/s gen
Quant
UD-Q2_K_XL (GGUF)
MTP (Multi-Token Prediction)
on
VRAM reported
16 GB

Use cases

codingagentic

Summary

User reports 125 tokens per second running Tiel-Coder-35B-A3B-MTP at UD-Q2_K_XL on an RTX 4070 Ti SUPER 16GB, served through LM Studio to the Pi coding agent. Setup uses MTP speculative decoding, MoE architecture and a 65535-token context window; the user also runs the abliterated Cyber-Tiel-Coder variant of the same model. The user notes a dense Qwen 3.8 27B gives only 10-20 tokens per second on this card, and works around the small context by splitting tasks into plan.md phases and a subtask4llm skill.