logits - Robuta Search

https://www.tensorflow.org/versions/r2.8/api_docs/python/tf/nn/sparse_softmax_cross_entropy_with_logits tf.nn.sparse_softmax_cross_entropy_with_logits | TensorFlow v2.8.4 Computes sparse softmax cross entropy between logits and labels. cross entropy https://arxiv.org/abs/2306.08909 [2306.08909] Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation... Abstract page for arXiv paper 2306.08909: Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models bridging the gap https://docs.vllm.ai/en/stable/api/vllm/logits_process/ logits_process - vLLM logits process vllm https://math.gatech.edu/seminars-colloquia/series/stochastics-seminar/yiqiao-zhong-20250306 Why are the logits of trained models distorted? A theory of overfitting for imbalanced... Feb 22, 2025 - Data imbalance is a fundamental challenge in data analysis, where minority classes account for a small fraction of the training data compared to majority... https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/compat/v1/nn/weighted_cross_entropy_with_logits tf.compat.v1.nn.weighted_cross_entropy_with_logits | TensorFlow v2.4.0 Computes a weighted cross entropy. (deprecated arguments) https://tensorflow.google.cn/versions/r2.5/api_docs/python/tf/nn/weighted_cross_entropy_with_logits tf.nn.weighted_cross_entropy_with_logits | TensorFlow v2.5.0 Computes a weighted cross entropy. cross entropy tf nn weighted https://tr.soe.ucsc.edu/research/technical-reports/UCSC-SOE-22-01 UCSC-SOE-22-01: Structured mixture of continuation-ratio logits models for ordinal regression |... https://tensorflow.google.cn/versions/r2.3/api_docs/python/tf/nn/softmax_cross_entropy_with_logits tf.nn.softmax_cross_entropy_with_logits | TensorFlow v2.3.0 cross entropy tf nn softmax https://arxiv.org/abs/2511.07910v1 [2511.07910v1] Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured... Abstract page for arXiv paper 2511.07910v1: Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning https://www.tensorflow.org/versions/r2.12/api_docs/python/tf/nn/sparse_softmax_cross_entropy_with_logits tf.nn.sparse_softmax_cross_entropy_with_logits | TensorFlow v2.12.1 Computes sparse softmax cross entropy between logits and labels. cross entropy