DavidAU/Qwen3.6-40B-Grand-Intelligence-Six-711-717-BETA1-Tune

40B : "There is a BIGGER storm coming... and it will take no prisoners."

! Approaching release status.

1290 Tensors, 96 layers : 50% larger than 27B Qwen 3.6 it is based on.

ABOUT:

40B version(s) based on the wildly powerful "711" (1500+ likes, 1.6 million+ downloads) which operates in/near "OpenAI, Claude and Gemini" closed source intelligence levels:

https://huggingface.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF

(Benchmarks of the "711" at the above repo that surpass the Qwen 3.6 27B in all respects)

Additional models used / being considered:

• The Deckard/Claude Opus 40B, 685+ likes, over 1 million downloads.
• 717 Unreleased "711" Fable fusion lab version.
• Other FF711 type / 40B Trained models from the lab.

TESTING:

• Qwen3.6-40B-Grand-Intelligence-Six-711-717-BETA1-Tune W "The Deckard 40B" ("Fable Fusion 711" Pipeline stage2 ) IN TESTING/BENCHING.
• Qwen3.6-40B-Grand-Intelligence-Six-711-717-BETA1-Tune ("Fable Fusion 711" Pipeline) IN TESTING/BENCHING.
• Finishing Alpha stage in 48 hrs then moving to BETA(s) (secondary stage post expand tuning).
• Qwen3.6-40B-Grand-Intelligence-Six-711-717-rawb (717 is an unreleased ARC-C 717 model.) now in Alpha Training.
• Qwen3.6-40B-Grand-Intelligence-Six-711-717-raw + rawb ; in testing.
• Grand Intelligence, Mix 5 Raw in testing.
• Prototype 1, light tune for testing of TWO 700+ ARC-C (OpenAi,Claude, and Gemini level intelligence) Qwen 3.6B super tunes joined "at the hip" to make a 40B monster.
• Prototype 4, Model "Fable-Fusion-711" joined "at the hip" with Deckard 27B (Qwen 3.6) to make a 40B monster in pre-tune testing.
• Testing / benching and post expansion tuning in progress.

IMPORTANT:

• THIS IS A WORK in PROGRESS, and will highlight some parts of this process (40B version of "711") as we proceed.
• NAME of this repo will CHANGE as the project proceeds.
• RUNNING Benchmarks [subject to change] below.

PROJECT NOTES:

• If you want to join the waitlist, you will be notified by email when the FINAL, fully tested and optimized version releases.
• During expansion is normal to lose some benchmarks levels, which are then restored during the post expansion tuning.
• It will (likely) take a number of tuning rounds/steps/stages to bring the 40B up to "700" club status. This can take several days due to training and eval time. We are only using local hardware.

RUNNING NOTES [reverse order]:

• BETA of Six-711-717-rawb and BETA Six-711-717-rawb [level 2] W The Deckard in testing/benching.
• Six-711-717-rawb -> Alpha Training, (complete), entering eval/benching and maybe multi-stage pipeline pending results.
• Six-711-717-raw / rawb in testing...
• Alpha 4 ("Qwen3.6-40B-Grand-Intelligence-Four-raw") in training/testing.
• Alpha 2 and 3, 3b in testing // additional "non trained" expanded also in testing.
• Selecting model(s) for Beta staging in progress.
• Prelim benchmarks for "Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha" (tuned expansion) posted, moving on to next stage(s). Other Alphas are pending too.
• Benchmark below for "Qwen3.6-40B-Grand-Intelligence-One" (the root model for "Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha") BEFORE post expansion (27B to 40B) training.

BENCHMARKS by Nightmedia

           arc/c arc/e boolq hswag obkqa piqa  wino

Qwen3.6-40B-Grand-Intelligence-Six-711-717-BETA1-Tune
W "The Deckard Claude-Opus 40B" ("Fable Fusion 711" Pipeline stage 2 )
pending...
REMARKS:
Off the scale detail. Stable. Intelligent, never seen before
generation quality/detail.
VASTLY reduced thinking tokens/thinking block ; auto-variable.

Qwen3.6-40B-Grand-Intelligence-Six-711-717-BETA1-Tune
[FF711 Pipeline]
mxfp8      0.698,0.862,0.904
REMARKS: Strong generation, Strong Intelligence, High detail. Stable.

---

Qwen3.6-40B-Grand-Intelligence-Six-711-717-rawb-Alpha-Tune
[complex tune, mid, Heretic 2.0]
mxfp8      0.692,0.859,0.903,...
REMARKS: Strong, close to perfect at this stage.

Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha4
[complex tune, mid]
mxfp8      0.675,0.856,0.906,...
REMARKS: 711/Deckard mix. Stable. But metrics drop too far at this stage.

Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha3b
[mid-light repair, deeper tune only]
mxfp8      0.695,0.864,0.902,0.819,0.494,0.814,0.772
REMARKS: Slightly lower, however 100% stable. SOTA IQ/power at 40B.

Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha3
[mid-light repair tune only]
mxfp8      0.701,0.862,0.903,...
REMARKS: Excellent, but unstable with some prompts.

Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha2
[light repair tune only]
mxfp8      0.690,0.864,0.908,...

Qwen3.6-40B-Grand-Intelligence-One-IQ-tune-alpha
[light repair tune only]
mxfp8      0.689,0.859,0.903,...

------------------------------------------------------------
RAW EXPANDED MODEL(s) - pre stage to be tuned/adjusted.
------------------------------------------------------------

Qwen3.6-40B-Grand-Intelligence-Six-711-717-rawb
mxfp8      0.677,0.858,0.893

Qwen3.6-40B-Grand-Intelligence-Six-711-717-raw
[NOT TRAINED YET, expansion only]
mxfp8      0.673,0.856,0.894

Qwen3.6-40B-Grand-Intelligence-Four-raw
[NOT TRAINED YET, expansion only]
mxfp8      0.679,0.853,0.905

Qwen3.6-40B-Grand-Intelligence-One 
[NOT TRAINED YET, expansion only]
mxfp8      0.675,0.860,0.900,0.795,0.478,0.801,0.752

------------------------------------------------------------
ORG MODELS FROM QWEN, no tuning, non heretic.
------------------------------------------------------------

Qwen3.6-27B-Instruct: [base, non heretic]
mxfp8      0.647,0.803,0.910,0.773,0.450,0.806,0.742

Qwen3.6-35B-A3B-Instruct [base, non heretic]
mxfp8      0.581,0.757,0.892,0.751,0.428,0.803,0.688

Qwen3.5-27B-Instruct: [base, non heretic]
mxfp8      0.557,0.711,0.868,0.533,0.452,0.706,0.695

NOTES:

• Models are tested in "Instruct" mode because this generally works better with the testing harness.
• Testing via "thinking" mode also shows the metrics (and changes) but not the true extent.
• In actual fact when the model IS in thinking mode, it will exceed INSTRUCT benchmark scores in most cases.