| 1. | | Mlx-optiq: per-layer mixed-precision LLM quantization for Apple Silicon (mlx-optiq.com) |
| 2 points by codelion 1 hour ago | past | discuss |
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| 2. | | A 1B humanizer that matches human writing on an AI detector (mlx-optiq.com) |
| 3 points by codelion 13 days ago | past | discuss |
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| 3. | | Zero-Dependency Programming (conjure.pages.dev) |
| 2 points by codelion 76 days ago | past |
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| 4. | | Scaling Pedagogical Pre-Training: From Optimal Mixing to 10B Tokens (huggingface.co) |
| 2 points by codelion 3 months ago | past |
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| 5. | | From HashHop to Memory-Augmented Language Models (huggingface.co) |
| 2 points by codelion 4 months ago | past |
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| 6. | | The Optimal Architecture for Small Language Models (huggingface.co) |
| 1 point by codelion 5 months ago | past |
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| 7. | | Enhancing LLMs with LoRA – Standardized Recipes for Capability Enhancement (huggingface.co) |
| 3 points by codelion 6 months ago | past |
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| 8. | | OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution (algorithmicsuperintelligence.ai) |
| 53 points by codelion 6 months ago | past | 9 comments |
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| 9. | | Ellora: Enhancing LLMs with LoRA Standardized Recipes for Capability Enhancement (huggingface.co) |
| 1 point by codelion 6 months ago | past |
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| 10. | | The 1B Token Challenge: Finding the Perfect Pre-Training Mix (huggingface.co) |
| 6 points by codelion 7 months ago | past |
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| 11. | | The 1B Token Challenge: Finding the Perfect Pre-Training Mix (huggingface.co) |
| 3 points by codelion 7 months ago | past |
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| 12. | | Pivotal Token Search (PTS): Targeting Critical Decision Points in LLM Training (huggingface.co) |
| 2 points by codelion 10 months ago | past | 1 comment |
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| 13. | | Internal Coherence Maximization(ICM): Label-Free Unsupervised Training Framework (github.com/codelion) |
| 1 point by codelion 10 months ago | past |
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| 14. | | Unsupervised Model Improvement via Internal Coherence Maximization (huggingface.co) |
| 1 point by codelion 10 months ago | past |
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| 15. | | Show HN: PTS Library – Analyze LLM reasoning through "thought anchors" |
| 2 points by codelion 10 months ago | past |
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| 16. | | Automated Discovery of High-Performance GPU Kernels with OpenEvolve (huggingface.co) |
| 4 points by codelion 11 months ago | past |
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| 17. | | Adaptive Classifier: Dynamic Text Classification with Continuous Learning (huggingface.co) |
| 1 point by codelion 11 months ago | past |
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| 18. | | Show HN: DeepThink Plugin – Bring Gemini 2.5's parallel reasoning to open models |
| 4 points by codelion 12 months ago | past |
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| 19. | | Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques (arxiv.org) |
| 1 point by codelion 12 months ago | past |
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| 20. | | Show HN: System Prompt Learning – LLMs Learn Problem-Solving from Experience |
| 48 points by codelion on June 2, 2025 | past | 13 comments |
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| 21. | | Show HN: AutoThink – Boosts local LLM performance with adaptive reasoning |
| 397 points by codelion on May 28, 2025 | past | 68 comments |
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| 22. | | Show HN: OpenEvolve – open-source implementation of DeepMind's AlphaEvolve |
| 8 points by codelion on May 20, 2025 | past | 3 comments |
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| 23. | | Pivotal Token Search (PTS): Identify critical decision points in LLM generations (github.com/codelion) |
| 1 point by codelion on May 17, 2025 | past |
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| 24. | | Show HN: An adaptive classifier that detects hallucinations in LLM/RAG outputs (github.com/codelion) |
| 1 point by codelion on March 7, 2025 | past | 1 comment |
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| 25. | | Show HN: OptiLLMBench – Test how inference optimization tricks scale up LLMs |
| 2 points by codelion on Feb 17, 2025 | past |
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| 26. | | Adaptive Classification for Automatic LLM Temperature Optimization |
| 1 point by codelion on Feb 3, 2025 | past |
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| 27. | | Show HN: A classifier that learns new categories without retraining from scratch |
| 4 points by codelion on Feb 1, 2025 | past | 1 comment |
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| 28. | | Adaptive Classifier: Dynamic Text Classification with Continuous Learning (github.com/codelion) |
| 2 points by codelion on Jan 24, 2025 | past |
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| 29. | | Show HN: Adaptive-classifier – text classification with continuous learning |
| 5 points by codelion on Jan 21, 2025 | past | 1 comment |
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| 30. | | Entropy Decoding in Optillm and Early Results on GSM8k |
| 1 point by codelion on Oct 20, 2024 | past |
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| More |
