word2vec lstm rnn bidirectional-lstm glove-embeddings beamsearch temperature-scaling nucleus-sampling
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Mar 15, 2021 - Python
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nucleus-sampling
Here are 7 public repositories matching this topic...
The LLM Defense Framework enhances large language model security through post-processing defenses and statistical guarantees based on one-class SVM. It combines advanced sampling methods with adaptive policy updates and comprehensive evaluation metrics, providing researchers and practitioners with tools to build more secure AI systems.
ai-safety policy-adaptation one-class-svm nucleus-sampling llm-security speculative-decoding statistical-guarantees post-processing-defense security-benchmarking vllm-integration
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Feb 6, 2025 - Python
Seq2Seq model implemented with pytorch, using temperature sampling, top-k sampling, top-p sampling / nucleus sampling, and beam search.
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Jul 30, 2022 - Python
Builds N-gram language modes and applies text generation.
python natural-language-processing text-generation trigrams nltk cfd ngrams bigrams greedy-algorithms unigram laplace-smoothing perplexity text-preprocessing random-sampling nucleus-sampling conditional-frequency-distribution
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Feb 5, 2025 - Jupyter Notebook
Tensorflow 2 implementation of TransformerXL for language modeling
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Jul 24, 2023 - Python
Orchestrator-worker multi-agent pattern: one planner, three independent workers with identical prompts but different sampling configs (temperature/top_p). Isolates what sampling alone changes in model behavior — conservative vs balanced vs creative brainstorming.
python openai sampling multi-agent-systems ai-agents pydantic nucleus-sampling prompt-engineering llm-agents gpt-4o-mini llm-experiments orchestrator-worker temperature-tuning
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Aug 27, 2026 - Python
Medical Q&A chatbot: BioBERT encoder + Transformer decoder built from scratch in PyTorch. Beam search and nucleus sampling. Research and education only.
python nlp qa research ai deep-learning chatbot ml transformers text-generation pytorch beam-search sequence-to-sequence encoder-decoder biobert medical-ai streamlit healthcare-ai nucleus-sampling
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Aug 12, 2026 - Python
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