elixir 11 machine-learning 9 nx 7 ai 6 nshkr-crucible 5 research 5 neural-networks 4 ml-ops 4 mlops 4 scholar 4 phoenix 4 llm 3 neural-network 3 functional-programming 3 experiment-tracking 2 deep-neural-networks 2 gleam 2 data-science 2 tensor 2 pytorch 2 beam 2 inference 2 gpu 2 cuda 2 vllm 1 traffic-routing 1 variational-inference 1 ollama 1 model-serving 1 model-deployment 1 canary-deployment 1 ab-testing 1 training-framework 1 model-training 1 metrics 1 hyperparameter-optimization 1 gradient-descent 1 distributed-training 1 checkpoint-management 1 streaming 1 parquet 1 otp 1 reinforcement-learning 1 regularization 1 penalties 1 optimization 1 numerical-computing 1 nshkr-data 1 loss-functions 1 lora 1 jit-compilation 1 fine-tuning 1 axon 1 gleam-lang 1 deeplearning 1 scala 1 python 1 lightweight 1 javascript 1 java 1 fsharp 1 csharp 1 clojure 1 metadata 1 lineage-tracking 1 artifact-management 1 erlang 1 deep-learning-framework 1 array 1 onnx 1 transformer 1 tensor-parallelism 1 serving 1 quantization 1 paged-attention 1 openai-api 1 nshkr-ai-sdk 1 natural-language-processing 1 language-model 1 distributed-systems 1 batching 1 attention 1 cublas 1 ml-datasets 1 huggingface-datasets 1 huggingface 1 datasets 1 dataset-management 1 data-pipeline 1 data-loading 1 optimizers 1 model-monitoring 1 human-in-the-loop 1 feedback-loop 1 drift-detection 1 data-quality 1 data-curation 1 continuous-learning 1 active-learning 1 reproducibility 1