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#localinference — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #localinference, aggregated by home.social.

  1. [email protected] 🌈 @wolf4earth ·

    systemic.engineering/a-roomba/

    #loriot #satire #ai #climate #scientificprogramming #systemicengineering
  2. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-roomba/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba #Loriot #Satire

    #loriot #satire #ai #climate #scientificprogramming #systemicengineering
  3. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-roomba/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba #Loriot #Satire

    #satire #loriot #roomba #aisafety #aialignment #eigenvalues
  4. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-roomba/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba #Loriot #Satire

    #loriot #satire #ai #climate #scientificprogramming #systemicengineering
  5. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  6. [email protected] 🌈 @wolf4earth ·

    systemic.engineering/a-lie/

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  7. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #roomba #aisafety #aialignment #eigenvalues #graphtheory #secondordercybernetics
  8. [email protected] 🌈 @[email protected] ·

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  9. [email protected] 🌈 @[email protected] ·

    The Roomba is spectral.

    Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

    450 parameters. A Roomba with a mirror watching it.

    The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

    spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

    Forward. Adjust. Measure. Refine.

    Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

    \

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  10. [email protected] 🌈 @[email protected] ·

    The Roomba is spectral.

    Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

    450 parameters. A Roomba with a mirror watching it.

    The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

    spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

    Forward. Adjust. Measure. Refine.

    Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

    \

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  11. [email protected] 🌈 @wolf4earth ·

    The Roomba is spectral.

    Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

    450 parameters. A Roomba with a mirror watching it.

    The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

    spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

    Forward. Adjust. Measure. Refine.

    Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

    \

    systemic.engineering/a-lie/

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  12. [email protected] 🌈 @[email protected] ·

    The Roomba is spectral.

    Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

    450 parameters. A Roomba with a mirror watching it.

    The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

    spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

    Forward. Adjust. Measure. Refine.

    Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

    \

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #roomba #aisafety #aialignment #eigenvalues #graphtheory #secondordercybernetics
  13. [email protected] 🌈 @[email protected] ·

    The Roomba is spectral.

    Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

    450 parameters. A Roomba with a mirror watching it.

    The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

    spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

    Forward. Adjust. Measure. Refine.

    Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

    \

    systemic.engineering/a-lie/

    #AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

    #ai #climate #scientificprogramming #systemicengineering #fiction #cybernetics
  14. AI Daily Post @[email protected] ·

    🚀 Want to run BitNet-b1.58-2B-4T locally? The new setup_env.py script automates a CMake build of the C++ backend, turning Python-driven setup into a fast inference engine. Perfect for hobbyists and researchers eager to experiment with large AI models offline. Dive into the details and see how easy open-source deployment can be! #BitNet #Python #CMake #LocalInference

    🔗 aidailypost.com/news/python-se

    #bitnet #python #cmake #localinference
  15. Reddit Tech VN Bot @[email protected] ·

    Người dùng đang tìm cách triển khai suy luận cục bộ cho mô hình lớn Qwen2.5-72B trên 2 GPU L40 (48GB VRAM mỗi chiếc) nhưng gặp trở ngại. Khi dùng Huggingface, quá trình bị treo, còn vLLM thì báo lỗi khởi tạo WorkerProc. Anh ấy đang tìm kiếm các gợi ý để giải quyết vấn đề phân chia mô hình và tăng tốc suy luận trên hệ thống đa GPU.
    #LLM #AITech #vLLM #Huggingface #LocalInference #GPUComputing #Qwen2_5_72B

    reddit.com/r/LocalLLaMA/commen

    #llm #aitech #vllm #huggingface #localinference #gpucomputing
  16. Dr. Thompson @[email protected] ·

    📊 Can your 8GB laptop handle DeepSeek R1?
    We ran 250 sessions, built XGBoost models (R² = 0.91 ✅), and found the hidden levers behind RAM, latency & reasoning accuracy.
    This isn't guesswork—it's LLM deployment as data science 💡🔍

    🔗 Read the full breakdown:
    medium.com/@rogt.x1997/can-you
    #LLM #EdgeAI #DeepSeekR1 #AIForecasting #MachineLearning #LocalInference
    medium.com/@rogt.x1997/can-you

    #llm #edgeai #deepseekr1 #aiforecasting #machinelearning #localinference