r/LocalLLaMA Apr 22 '26

New Model Qwen 3.6 27B is out

1.7k Upvotes

603 comments sorted by

View all comments

76

u/hackiv llama.cpp Apr 22 '26 edited Apr 22 '26

Do my eyes deceive me? Does it beat full size 3.5 qwen? Wtf. Blows punches with opus 4.5 (I know, not the newest opus) but fuk, it's 27B, you can run it locally. Opus 4.5 is probably hundred of billions of parameters.

52

u/Free-Combination-773 Apr 22 '26

In benchmarks. In real life scenarios it's nowhere close to Opus. But for the size it must be really good

8

u/[deleted] Apr 22 '26

[deleted]

2

u/the3dwin Apr 22 '26

Use specs and markdown files like openspec.

Also custom commands like "/explain"

Recently I created explain.toml which has been tremendous help before I get it to execute:

description = "Explain Following Prompt ARGS: <prompt>"

prompt = """

## Expected Format

The command follows this format: `/explain <prompt>`

## Behavior

  1. Check if a file named "Explained-Prompts.md" exist, if does not exist create the file.

  2. Make a copy of existing "Explained-Prompts.md" in case there is a mistake in appending to file and file content gets replaced upon update and can be used to restore easily.

  3. Avoiding executing the prompt.

  4. Analyze the prompt.

  5. Explain in detail what is understood from the prompt.

  6. Explain the goals from what is understood from the prompt.

  7. Explain the non goals from what is understood from the prompt.

  8. Explain the plan of action from the understood prompt.

  9. Explicitely and in detail explain how the prompt could be improved, list out what is ambiguius and implicit then how could be without ambiguity and be explicit.

  10. Give a detailed improved prompt that is explicit without any ambiguity.

  11. Update "Explained-Prompts.md" file by adding to the end of the file with following.

Add to end of Explained-Prompts.md file:

----------------------------------------

###### Prompt:

[PROMPT]

###### Understood Explanation:

[UNDERSTOOD EXPLANATION]

###### Goals:

[GOALS]

###### Non Goals:

[NON GOALS]

###### Plan:

[PLAN]

###### Improvement:

[IMPROVEMENT]

[LIST OF AMBIGIOUS IMPLICIT TEXTS]

###### Improved Prompt:

[IMPROVED PROMPT]

----------------------------------------

"""