1,086 1 week ago

Qwen/Qwen3.6-27B + 3 Qwen3.6 fine-tunes with MLP-passthrough surgery - MTP quants

vision tools thinking
ollama run mannix/omnimerge-v4-mtp

Applications

Claude Code
Claude Code ollama launch claude --model mannix/omnimerge-v4-mtp
OpenCode
OpenCode ollama launch opencode --model mannix/omnimerge-v4-mtp
Hermes Agent
Hermes Agent ollama launch hermes --model mannix/omnimerge-v4-mtp
OpenClaw
OpenClaw ollama launch openclaw --model mannix/omnimerge-v4-mtp

Models

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39 models

omnimerge-v4-mtp:latest

17GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ3_M

13GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q3_K_XL

15GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q4_K_L

18GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q5_K_L

20GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q6_K_L

23GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q2_K

11GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q3_K_S

12GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q3_K_M

14GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q3_K_L

15GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q4_K_M

17GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q5_K_M

20GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q6_K

22GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:Q8_0

29GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ2_S

9.6GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ2_M

10GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ3_XXS

11GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ3_XS

12GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ4_XS

15GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:IQ4_NL

16GB · 256K context window · Text · 1 week ago

omnimerge-v4-mtp:vision-IQ3_M

14GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q3_K_XL

16GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q4_K_L

19GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q5_K_L

21GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q6_K_L

24GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q2_K

12GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q3_K_S

13GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q3_K_M

14GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q3_K_L

15GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q4_K_M

18GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q5_K_M

20GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q6_K

23GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-Q8_0

30GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ2_S

11GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ2_M

11GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ3_XXS

12GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ3_XS

13GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ4_XS

16GB · 256K context window · Text, Image · 1 week ago

omnimerge-v4-mtp:vision-IQ4_NL

17GB · 256K context window · Text, Image · 1 week ago

Readme

GGUF quantizations of ManniX-ITA/Qwen3.6-27B-Omnimerge-v4 with the MTP (Multi-Token Prediction) head retained for self-speculative decoding on llama.cpp mainline (PR #22673, merged 2026-05-16) and later.

Up to 4x inference speed with 1 session, 2x with 2 in parallel.

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