Instructions for building an almost consumer hardware based prototype of a hearing aid
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Oct 20, 2021 - MATLAB
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consumer-hardware
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CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning
multilingual code-generation consumer-hardware parameter-efficient-learning instruction-tuning llama2
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Dec 25, 2024 - Python
Real-time audio translation using Whisper + SeamlessM4T / NLLB-200
multilingual machine-learning real-time translation ai cuda pytorch speech-recognition nmt transcription whisper audio-processing asr consumer-hardware gpu-accelerated nllb seamlessm4t
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Jul 1, 2025 - Python
A fast ML library for experimentation and training on consumer hardware
machine-learning configuration ml datasets language-model inference-server finetuning consumer-hardware pretraining optimizer-algorithms llm
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Mar 4, 2026 - Python
PERSPECTIVE v2 — A 1.05 trillion parameter sparse Mixture-of-Experts language model that runs on consumer hardware (4 GB VRAM + 32 GB RAM). Features O(1) perspective decay recurrence, 3D torus manifold routing, native ternary {-1,0,+1} weights, holographic distributed memory, and hard geometric safety constraints. Built in Rust.
nlp rust machine-learning research deep-learning neural-network transformer moe language-model ai-safety efficient-inference consumer-hardware mixture-of-experts on-device-ai ternary-weights llm sparse-models holographic-memory manifold-routing novel-architecture
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Feb 20, 2026 - Rust
Builds a collaborative ecosystem of task-specific fine-tuned small language models that run on consumer hardware
python routing jupyter-notebook collaborative language-model fine-tuning consumer-hardware task-specific
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Mar 6, 2026 - Python
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