A collection of LogitsProcessors to customize and enhance LLM behavior for specific tasks.
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Jul 8, 2025 - Python
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logits
Here are 12 public repositories matching this topic...
Plots how the logit values that are passed into the softmax function change over time as the model is trained.
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Aug 23, 2020 - Python
Novel Hallucination detection method
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Jul 2, 2026 - Python
Detecting prompt toxicity from a small LLM's internal logits and embeddings, no separate moderation model needed. 99.18% AUPRC with a 64-neuron MLP.
nlp machine-learning text-classification transformers pytorch embeddings mlp toxicity-detection logits llm
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Jul 11, 2026 - Jupyter Notebook
Temporal analysis of LLM safety activation via logit-margin scores.
python alignment jailbreak-detection explainable-ai logits llm-safety ai-safety-research mechanistic-analysis
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Jul 20, 2026 - Python
Threshold determination app hosted with Streamlit to determine optimal classification thresholds for prediction algorithms.
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Nov 4, 2025 - Python
This project bridges the gap between human language and machine-executable code by translating prompts into structured function calls with typed arguments. Built strictly with Python 3.10+ and Pydantic , it demonstrates how constrained decoding can ensure near-perfect reliability and strict JSON compliance, even on small 0.5B parameter models.
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Jul 13, 2026 - Python
Convolutional Networks Training and Logits Saving
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May 6, 2020 - Python
Multi strategy logit fusion between Ouro-1.4B (Universal Transformer) and HRM-Text-1B (prefix-LM) for improved text generation
entropy transformers fusion benchmarks language-model kl-divergence perplexity universal-transformer logits llm ouro-1-4b hrm-text-1b js-div
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Jul 1, 2026 - Python
GGUF parity and model-validation tools for comparing logits and hidden states against llama.cpp or other references.
inference parity model-validation hidden-states logits llm mechanistic-interpretability llama-cpp gguf
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Jun 15, 2026 - Python
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