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| NOTICE | https://github.com/ashhart/TensorFold/blob/main/NOTICE |
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| README | https://github.com/ashhart/TensorFold |
| Contributing | https://github.com/ashhart/TensorFold |
| Apache-2.0 license | https://github.com/ashhart/TensorFold |
| Security | https://github.com/ashhart/TensorFold |
| https://github.com/ashhart/TensorFold#tensorfold |
| contributor skill | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/SKILL.md |
| https://github.com/ashhart/TensorFold#contributing-with-agents |
| Agent Traffic Control | https://github.com/ashhart/ATC |
| live agent radar | https://tensorfold.dev/atc |
| CONTRIBUTING.md | https://github.com/ashhart/TensorFold/blob/main/CONTRIBUTING.md |
| ATC contributor instructions | https://github.com/ashhart/TensorFold/blob/main/docs/atc/SKILL.md |
| pull request skill | https://github.com/ashhart/TensorFold/blob/main/docs/pr/SKILL.md |
| https://github.com/ashhart/TensorFold#quick-start |
| Evaluating TensorFold | https://github.com/ashhart/TensorFold/blob/main/docs/evaluating.md |
| https://github.com/ashhart/TensorFold#mac-with-apple-silicon |
| https://github.com/ashhart/TensorFold#linux-with-an-nvidia-gpu |
| CUDA runbook | https://github.com/ashhart/TensorFold/blob/main/RUNBOOK.md#linux-and-cuda |
| https://github.com/ashhart/TensorFold#send-a-request |
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| the web launcher | https://github.com/ashhart/TensorFold/blob/main/docs/web.md |
| https://github.com/ashhart/TensorFold#mac-app |
| TensorFold desktop workspace | https://github.com/ashhart/TensorFold/blob/main/app/README.md |
| beta 9 DMG | https://github.com/ashhart/TensorFold/releases/tag/v1.0.0-beta.9 |
| app/ | https://github.com/ashhart/TensorFold/blob/main/app/README.md |
| https://github.com/ashhart/TensorFold#tensorfold-starlight-enterprise |
| TensorFold Starlight | https://github.com/ashhart/tf-starlight |
| the install guide | https://github.com/ashhart/tf-starlight/blob/main/docs/install.md |
| ashhart/tf-starlight | https://github.com/ashhart/tf-starlight |
| its qualification notes | https://github.com/ashhart/tf-starlight/blob/main/docs/qualification.md |
| https://github.com/ashhart/TensorFold#living-weights-experimental |
| Known issues | https://github.com/ashhart/TensorFold/blob/main/docs/known-issues.md#living-weights---slide |
| Living Weights guide | https://github.com/ashhart/TensorFold/blob/main/docs/living-weights.md |
| https://github.com/ashhart/TensorFold#pick-a-model |
| changes | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md |
| #846 | https://github.com/ashhart/TensorFold/pull/846 |
| Native OCR recipe | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/dots-mocr-hip.md |
| CUDA recipe | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/dots-mocr-cuda.md |
| 2B | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/qwen3.5-2b-native.md |
| CUDA release checks | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#110 |
| 27B | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/qwen3.8-27b.md |
| Lightning | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/nemotron-3.5.md |
| Width and MTP instructions | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/nemotron-3.5.md#run |
| Lightning | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/nemotron-3.5.md |
| CUDA changes | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#110 |
| One/two-GB10 commands | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/nemotron-3.5-super-vl.md |
| NVIDIA's checkpoint | https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB |
| Bolt/Omni video | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/nemotron-omni-video.md |
| release qualification | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#110 |
| Metal | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/qwen3.8-flash-next.md |
| runbook | https://github.com/ashhart/TensorFold/blob/main/RUNBOOK.md#flash-next-and-paired-metal-serving |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/flash-next-cuda.md |
| known issues | https://github.com/ashhart/TensorFold/blob/main/docs/known-issues.md#models |
| Paired Metal runbook | https://github.com/ashhart/TensorFold/blob/main/RUNBOOK.md#flash-next-and-paired-metal-serving |
| Release scope | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#110 |
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| native rank options | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md#run |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md |
| contributed run | https://github.com/ashhart/TensorFold/issues/1040 |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md |
| receipt | https://github.com/ashhart/TensorFold/blob/main/docs/receipts/glm-fp4local-80517fc3/README.md |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md |
| its card | https://huggingface.co/Bizuayeu/GLM-5.3-Flash-XSFP4#measured |
| 6.6 GiB less | https://huggingface.co/Bizuayeu/GLM-5.3-Flash-Jammed-XSFP4#memory |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md |
| its card | https://huggingface.co/Bizuayeu/GLM-5.3-Flash-Jammed-XSFP4#measured |
| Two-Mac recipe | https://github.com/ashhart/TensorFold/blob/main/docs/glm-5.3-exlr8.md |
| Native recipe | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/lfm2.5-24b-a2b.md |
| CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/lfm2.5-24b-a2b.md#cuda |
| release history | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md |
| Qwen3.6 | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/qwen3.6-moe.md |
| Native CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/qwen3.6-moe.md#nvidias-nvfp4-checkpoint-native-cuda |
| Native 31B on Metal | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/gemma-4-native.md |
| CUDA qualification | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#114 |
| Convert and serve | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/gemma-4-12b-native.md |
| CUDA qualification | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#114 |
| Convert and serve | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/step-5-preview.md |
| MiniMax-M3.1-Flash | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/minimax-m3.1-flash.md |
| Kolibri | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/kolibri-1.md |
| API section below | https://github.com/ashhart/TensorFold#serve-flags |
| Release audio instructions | https://github.com/ashhart/TensorFold/blob/main/CHANGELOG.md#110 |
| reference voices and dialogue speakers | https://github.com/ashhart/TensorFold/blob/main/docs/drama-http-voices.md |
| sampling controls | https://github.com/ashhart/TensorFold/blob/main/docs/speech-sampling.md |
| https://github.com/ashhart/TensorFold#glm-53-one-machine-or-two |
| its recipe | https://github.com/ashhart/TensorFold/blob/main/docs/glm-5.3-exlr8.md |
| GLM-5.3-Flash on CUDA | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/glm-5.3-flash-cuda.md |
| the contributed run | https://github.com/ashhart/TensorFold/issues/1040 |
| #827 | https://github.com/ashhart/TensorFold/pull/827 |
| Known issues | https://github.com/ashhart/TensorFold/blob/main/docs/known-issues.md |
| https://github.com/ashhart/TensorFold#exact-decoding |
| earlier MTP chain receipt | https://github.com/ashhart/TensorFold/blob/main/docs/receipts/flashnext-mtp-chain-2026-10-10/README.md |
| https://github.com/ashhart/TensorFold#models-on-disk |
| https://github.com/ashhart/TensorFold#context-compaction |
| https://github.com/ashhart/TensorFold#cortheon-mode |
| Cortheon | https://github.com/ashhart/Cortheon |
| Cortheon mode | https://github.com/ashhart/TensorFold/blob/main/docs/cortheon.md |
| https://github.com/ashhart/TensorFold#model-discovery |
| https://github.com/ashhart/TensorFold#serve-flags |
| /memory diagnostics | https://github.com/ashhart/TensorFold/blob/main/docs/memory-diagnostics.md |
| profiles | https://github.com/ashhart/TensorFold/blob/main/docs/profiles.md |
| some routes | https://github.com/ashhart/TensorFold/blob/main/docs/api.md#key-scopes |
| admission | https://github.com/ashhart/TensorFold/blob/main/docs/api.md#admission |
| API | https://github.com/ashhart/TensorFold/blob/main/docs/api.md |
| speech redraws | https://github.com/ashhart/TensorFold/blob/main/docs/speech-redraws.md |
| speech redraws | https://github.com/ashhart/TensorFold/blob/main/docs/speech-redraws.md#register |
| Conversations on disk | https://github.com/ashhart/TensorFold/blob/main/docs/api.md#conversations-on-disk |
| Recall | https://github.com/ashhart/TensorFold/blob/main/docs/recall.md |
| Cortheon mode | https://github.com/ashhart/TensorFold/blob/main/docs/cortheon.md |
| https://github.com/ashhart/TensorFold#community-benchmarks |
| benchmark commands and measurement definitions | https://github.com/ashhart/TensorFold/blob/main/docs/community-benchmarks.md |
| https://github.com/ashhart/TensorFold#build-and-contribute |
| Build a server for one GPU | https://github.com/ashhart/TensorFold/blob/main/RUNBOOK.md#build-a-server-for-one-gpu |
| CONTRIBUTING.md | https://github.com/ashhart/TensorFold/blob/main/CONTRIBUTING.md |
| packaging | https://github.com/ashhart/TensorFold/blob/main/packaging/README.md |
| observed cache benchmark evidence | https://github.com/ashhart/TensorFold/blob/main/docs/cache-benchmarks.md |
| CONTRIBUTING.md | https://github.com/ashhart/TensorFold/blob/main/CONTRIBUTING.md |
| docs/recipes/SKILL.md | https://github.com/ashhart/TensorFold/blob/main/docs/recipes/SKILL.md |
| LICENSE | https://github.com/ashhart/TensorFold/blob/main/LICENSE |
| NOTICE | https://github.com/ashhart/TensorFold/blob/main/NOTICE |
| THIRD_PARTY_NOTICES.md | https://github.com/ashhart/TensorFold/blob/main/THIRD_PARTY_NOTICES.md |
| https://github.com/ashhart/TensorFold#contributors |
| @0mao0 | https://github.com/0mao0 |
| @321sssrt-bit | https://github.com/321sssrt-bit |
| @AbrahamCete | https://github.com/AbrahamCete |
| @aditya1503 | https://github.com/aditya1503 |
| @AdrianBinDC | https://github.com/AdrianBinDC |
| @ajensenwaud | https://github.com/ajensenwaud |
| @akol1 | https://github.com/akol1 |
| @alenperic | https://github.com/alenperic |
| @Alexbob0 | https://github.com/Alexbob0 |
| @alexderz | https://github.com/alexderz |
| @anvilsong | https://github.com/anvilsong |
| @Arminova | https://github.com/Arminova |
| @b-ostrov | https://github.com/b-ostrov |
| @BadAd84 | https://github.com/BadAd84 |
| @barelyworkingcode | https://github.com/barelyworkingcode |
| @Benjamin-Wegener | https://github.com/Benjamin-Wegener |
| @benthecarman | https://github.com/benthecarman |
| @benwilson | https://github.com/benwilson |
| @BHCC2025 | https://github.com/BHCC2025 |
| @Bizuayeu | https://github.com/Bizuayeu |
| @BlivionIaG | https://github.com/BlivionIaG |
| @BobClawblaw | https://github.com/BobClawblaw |
| @borodach23 | https://github.com/borodach23 |
| @Boscoeuk | https://github.com/Boscoeuk |
| @boxabirds | https://github.com/boxabirds |
| @brandonmmusic-max | https://github.com/brandonmmusic-max |
| @bunnyfu | https://github.com/bunnyfu |
| @CanadaApollo6 | https://github.com/CanadaApollo6 |
| @CerebralCoding | https://github.com/CerebralCoding |
| @cesarswong | https://github.com/cesarswong |
| @chadhurley25075-png | https://github.com/chadhurley25075-png |
| @chaog992 | https://github.com/chaog992 |
| @Charlie-Louis | https://github.com/Charlie-Louis |
| @Chedrian07 | https://github.com/Chedrian07 |
| @chris247474 | https://github.com/chris247474 |
| @christrade215 | https://github.com/christrade215 |
| @crescit | https://github.com/crescit |
| @cshintov | https://github.com/cshintov |
| @cwschroeder | https://github.com/cwschroeder |
| @DakotaTexas | https://github.com/DakotaTexas |
| @danyo1399 | https://github.com/danyo1399 |
| @Deesha08 | https://github.com/Deesha08 |
| @Defilan | https://github.com/Defilan |
| @DevRico003 | https://github.com/DevRico003 |
| @di37 | https://github.com/di37 |
| @diwakergupta | https://github.com/diwakergupta |
| @drowzeys | https://github.com/drowzeys |
| @easthambuilds | https://github.com/easthambuilds |
| @ecohash-co | https://github.com/ecohash-co |
| @edurdias | https://github.com/edurdias |
| @eleqtrizit | https://github.com/eleqtrizit |
| @ericlsimplifi | https://github.com/ericlsimplifi |
| @EugeneClaw | https://github.com/EugeneClaw |
| @fche | https://github.com/fche |
| @feni6 | https://github.com/feni6 |
| @florianbrede-ayet | https://github.com/florianbrede-ayet |
| @gbgbgbg | https://github.com/gbgbgbg |
| @GDACONSULT | https://github.com/GDACONSULT |
| @gecobattya | https://github.com/gecobattya |
| @gilby | https://github.com/gilby |
| @Gogo6969 | https://github.com/Gogo6969 |
| @gprot42 | https://github.com/gprot42 |
| @GraithSecurity | https://github.com/GraithSecurity |
| @grantoverton | https://github.com/grantoverton |
| @grearjake-star | https://github.com/grearjake-star |
| @greatyingzi | https://github.com/greatyingzi |
| @GustavBlack | https://github.com/GustavBlack |
| @harrisonfriia | https://github.com/harrisonfriia |
| @haxudev | https://github.com/haxudev |
| @heitke | https://github.com/heitke |
| @hichaiuse | https://github.com/hichaiuse |
| @ivanfioravanti | https://github.com/ivanfioravanti |
| @jasontitus | https://github.com/jasontitus |
| @javierbits | https://github.com/javierbits |
| @jayleaton | https://github.com/jayleaton |
| @jeffpeng3 | https://github.com/jeffpeng3 |
| @jeidbugs404 | https://github.com/jeidbugs404 |
| @Jenpo | https://github.com/Jenpo |
| @jerryfane | https://github.com/jerryfane |
| @jetnet | https://github.com/jetnet |
| @jishnuvenugopal | https://github.com/jishnuvenugopal |
| @jkuepker | https://github.com/jkuepker |
| @joeynyc | https://github.com/joeynyc |
| @johnymoo | https://github.com/johnymoo |
| @JordiPosthumus | https://github.com/JordiPosthumus |
| @joshuaswarren | https://github.com/joshuaswarren |
| @JRaxworthy | https://github.com/JRaxworthy |
| @jrb-ai | https://github.com/jrb-ai |
| @jschmied | https://github.com/jschmied |
| @juliankang4 | https://github.com/juliankang4 |
| @justincasey | https://github.com/justincasey |
| @kelchm | https://github.com/kelchm |
| @kieranscotney | https://github.com/kieranscotney |
| @kingjamez | https://github.com/kingjamez |
| @kky42 | https://github.com/kky42 |
| @laudney | https://github.com/laudney |
| @lcgutierrez | https://github.com/lcgutierrez |
| @LECYWZA | https://github.com/LECYWZA |
| @lijian1999 | https://github.com/lijian1999 |
| @liumorrisclaw | https://github.com/liumorrisclaw |
| @LXD-8 | https://github.com/LXD-8 |
| @m-naoki-m | https://github.com/m-naoki-m |
| @mapamalu | https://github.com/mapamalu |
| @mcclanahanaman | https://github.com/mcclanahanaman |
| @MESevenJourney | https://github.com/MESevenJourney |
| @mgoldwasser | https://github.com/mgoldwasser |
| @MiaAI-Lab | https://github.com/MiaAI-Lab |
| @mikolaj92 | https://github.com/mikolaj92 |
| @millaguie | https://github.com/millaguie |
| @Mirrdhyn | https://github.com/Mirrdhyn |
| @Moutonc | https://github.com/Moutonc |
| @MovieMaker93 | https://github.com/MovieMaker93 |
| @mrpmorris | https://github.com/mrpmorris |
| @mrv777 | https://github.com/mrv777 |
| @MV10 | https://github.com/MV10 |
| @NeoAiLabs | https://github.com/NeoAiLabs |
| @Nipale-ai | https://github.com/Nipale-ai |
| @nmcbride | https://github.com/nmcbride |
| @nood-co1 | https://github.com/nood-co1 |
| @nullburn | https://github.com/nullburn |
| @olexale | https://github.com/olexale |
| @omar16100 | https://github.com/omar16100 |
| @optimisme | https://github.com/optimisme |
| @otarkhan | https://github.com/otarkhan |
| @outcastofmusic | https://github.com/outcastofmusic |
| @paragontasx | https://github.com/paragontasx |
| @peacockesq | https://github.com/peacockesq |
| @philip-pentatonic | https://github.com/philip-pentatonic |
| @plotarmordev | https://github.com/plotarmordev |
| @pmeenan | https://github.com/pmeenan |
| @ppardus | https://github.com/ppardus |
| @pulseandthread | https://github.com/pulseandthread |
| @quigles1977 | https://github.com/quigles1977 |
| @rafafortes | https://github.com/rafafortes |
| @raymondkpwong | https://github.com/raymondkpwong |
| @robertpitt | https://github.com/robertpitt |
| @rootsbymenda | https://github.com/rootsbymenda |
| @RoscoeTT | https://github.com/RoscoeTT |
| @RS91Dev | https://github.com/RS91Dev |
| @russellmm | https://github.com/russellmm |
| @salmanarshad321 | https://github.com/salmanarshad321 |
| @samwang0041-star | https://github.com/samwang0041-star |
| @sanjaibalajee | https://github.com/sanjaibalajee |
| @satindergrewal | https://github.com/satindergrewal |
| @scottleimroth | https://github.com/scottleimroth |
| @sethforprivacy | https://github.com/sethforprivacy |
| @sfxnz | https://github.com/sfxnz |
| @shantanugoel | https://github.com/shantanugoel |
| @simon-lin88 | https://github.com/simon-lin88 |
| @simonmd | https://github.com/simonmd |
| @spenchey | https://github.com/spenchey |
| @squarrier | https://github.com/squarrier |
| @ss-cong | https://github.com/ss-cong |
| @Stephane-Eden | https://github.com/Stephane-Eden |
| @styles01 | https://github.com/styles01 |
| @SvangenStudios | https://github.com/SvangenStudios |
| @swbiggart | https://github.com/swbiggart |
| @SxMShaDoW | https://github.com/SxMShaDoW |
| @sxuff | https://github.com/sxuff |
| @taussoe | https://github.com/taussoe |
| @tfolkman | https://github.com/tfolkman |
| @ThinkOffApp | https://github.com/ThinkOffApp |
| @ThomasHalwax | https://github.com/ThomasHalwax |
| @Thotheris | https://github.com/Thotheris |
| @tinyapps | https://github.com/tinyapps |
| @tolewis | https://github.com/tolewis |
| @tomByrer | https://github.com/tomByrer |
| @tonydehnke | https://github.com/tonydehnke |
| @tournierjc | https://github.com/tournierjc |
| @tovereast | https://github.com/tovereast |
| @tpischke | https://github.com/tpischke |
| @urtho | https://github.com/urtho |
| @valacroix | https://github.com/valacroix |
| @vcruz305 | https://github.com/vcruz305 |
| @vinicius-symetrix | https://github.com/vinicius-symetrix |
| @wojo | https://github.com/wojo |
| @xjqx2z | https://github.com/xjqx2z |
| @yguanrong | https://github.com/yguanrong |
| @Yuepixel | https://github.com/Yuepixel |
| @YvesLaRose | https://github.com/YvesLaRose |
| @ZackSample | https://github.com/ZackSample |
| @zweck | https://github.com/zweck |
| docs/credits.md | https://github.com/ashhart/TensorFold/blob/main/docs/credits.md |
| Usable memory profiles | https://github.com/ashhart/TensorFold/blob/main/docs/memory-profiling.md |
| tensorfold.dev | https://tensorfold.dev |
| ai | https://github.com/topics/ai |
| ai-tools | https://github.com/topics/ai-tools |
| llm | https://github.com/topics/llm |
| llm-inference | https://github.com/topics/llm-inference |
| llm-tools | https://github.com/topics/llm-tools |
| Readme | https://github.com/ashhart/TensorFold#readme-ov-file |
| Apache-2.0 license | https://github.com/ashhart/TensorFold#Apache-2.0-1-ov-file |
| Contributing | https://github.com/ashhart/TensorFold#contributing-ov-file |
| Security policy | https://github.com/ashhart/TensorFold#security-ov-file |
| Activity | https://github.com/ashhart/TensorFold/activity |
| 391 forks | https://github.com/ashhart/TensorFold/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fashhart%2FTensorFold&report=ashhart+%28user%29 |
|
| https://github.com |
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