# cspell-tools: keep-case no-split .arange .topk .tqdm AIGC ARIMA Alexa Alpa AlphaFold Anthropics Autoencoder BLOOMLM BLOOMRM BigScience Binarization BookCorpus Butterworth CCPA CIFAR CKPT CLEVR CNTK Caffe Chebyshev Conv1d Convnd DALL-E DALLE DSSM DSVAE Dahoas DataFrame DataFrames Dataloaders Ecolinguistics FSDP Flexflow GPTQ Hadamard Hoeffding Hypercuboids Kalman LATM LLM LSTM Linearizing MAPE MIMD MISD MNIST Metaverse MoElayer MxNet NDCG NVLAMB Neuralangelo Neuro-Symbolic Nyquist OHLC ONNX Overfitting POCID Polyak RMSE SARIMA SARIMAX SATA SIMD SISD SLURM SOTA SPMD Schur Sublinear Timm Tutel UniEval VLMO WAIC Widenet abstractive accu adagrad adaptative addcdiv addcmul addmm algbw allgather allreduce amsgrad analyse anonymization applymap argmax argmin argparse argsort asarray asfreq asof atio atof atol autochunk autodocs autograd autoregression autoregressive autotuner autotuning backoff barh batchnorm batchsize bfill bfloat bibtex bigbird binarized binarizer bools bottomk brotlicy btype bucketizes busbw cait chatbots checkpointing cmds cmikeh cnbc coef coinor colab constexpr convolutional convolutionally copa coqa corrwith coursera cpuadam cublas cuda cummax cumprod cumsum darkgrid datasets davinci deallocating deepfusion dequantization dequantize discretizing droplevel dropna dtype dtypes eigen einsum elif engagingness enwik explainability fastai fastdtw feedforward ffill fillna filtfilt finetune finetuned fromarrays gatings glorot granularities groundedness hexbin hyperparameters hyperscale idelta idxmax idxmin iloc inclusivity infs interpretability invstd invvar iqr isin isna iterrows itertools itertuples layerdrop leaderboard limitk linenos linspace logit logits logprob logprobs logsoftmax logsumexp mathcal meshgrid microbatch modelingpreln ncols ndarray ndim non-sublicensable nonlinearly notimestamps notna nrows numel numpy nunique nvcc oneccl openib operationalization outliersk pacman parallelizable perceptron perchannel preln pretrain pretrained probs product pruneable randint rdiv reinitialization relu rlhf rowptr rsqrt rstd rsub searchsorted sigmoid skiprows sklearn softmax spmatrix strided superpod swapaxes swaplevel synergizing tera tfirst tiktoken timeframe tlast tmin tokenizers topk torchrun transformative transformers uncontiguous unsqueeze upsample upscaling usecols vulkan warmuped xaxis xlarge yaxis yhat zscores