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1.
The Optimal Architecture for Small Language Models (huggingface.co)
1 point by codelion 21 days ago | past
2.
Enhancing LLMs with LoRA – Standardized Recipes for Capability Enhancement (huggingface.co)
3 points by codelion 31 days ago | past
3.
OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution (algorithmicsuperintelligence.ai)
53 points by codelion 37 days ago | past | 9 comments
4.
Ellora: Enhancing LLMs with LoRA Standardized Recipes for Capability Enhancement (huggingface.co)
1 point by codelion 44 days ago | past
5.
The 1B Token Challenge: Finding the Perfect Pre-Training Mix (huggingface.co)
6 points by codelion 61 days ago | past
6.
The 1B Token Challenge: Finding the Perfect Pre-Training Mix (huggingface.co)
3 points by codelion 74 days ago | past
7.
Pivotal Token Search (PTS): Targeting Critical Decision Points in LLM Training (huggingface.co)
2 points by codelion 5 months ago | past | 1 comment
8.
Internal Coherence Maximization(ICM): Label-Free Unsupervised Training Framework (github.com/codelion)
1 point by codelion 5 months ago | past
9.
Unsupervised Model Improvement via Internal Coherence Maximization (huggingface.co)
1 point by codelion 5 months ago | past
10.
Show HN: PTS Library – Analyze LLM reasoning through "thought anchors"
2 points by codelion 5 months ago | past
11.
Automated Discovery of High-Performance GPU Kernels with OpenEvolve (huggingface.co)
4 points by codelion 6 months ago | past
12.
Adaptive Classifier: Dynamic Text Classification with Continuous Learning (huggingface.co)
1 point by codelion 7 months ago | past
13.
Show HN: DeepThink Plugin – Bring Gemini 2.5's parallel reasoning to open models
4 points by codelion 7 months ago | past
14.
Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques (arxiv.org)
1 point by codelion 7 months ago | past
15.
Show HN: System Prompt Learning – LLMs Learn Problem-Solving from Experience
48 points by codelion 7 months ago | past | 13 comments
16.
Show HN: AutoThink – Boosts local LLM performance with adaptive reasoning
397 points by codelion 7 months ago | past | 68 comments
17.
Show HN: OpenEvolve – open-source implementation of DeepMind's AlphaEvolve
8 points by codelion 8 months ago | past | 3 comments
18.
Pivotal Token Search (PTS): Identify critical decision points in LLM generations (github.com/codelion)
1 point by codelion 8 months ago | past
19.
Show HN: An adaptive classifier that detects hallucinations in LLM/RAG outputs (github.com/codelion)
1 point by codelion 10 months ago | past | 1 comment
20.
Show HN: OptiLLMBench – Test how inference optimization tricks scale up LLMs
2 points by codelion 11 months ago | past
21.
Adaptive Classification for Automatic LLM Temperature Optimization
1 point by codelion 11 months ago | past
22.
Show HN: A classifier that learns new categories without retraining from scratch
4 points by codelion 11 months ago | past | 1 comment
23.
Adaptive Classifier: Dynamic Text Classification with Continuous Learning (github.com/codelion)
2 points by codelion 11 months ago | past
24.
Show HN: Adaptive-classifier – text classification with continuous learning
5 points by codelion 11 months ago | past | 1 comment
25.
Entropy Decoding in Optillm and Early Results on GSM8k
1 point by codelion on Oct 20, 2024 | past
26.
Unbounded Context with Memory
1 point by codelion on Oct 12, 2024 | past | 1 comment
27.
Optillm: An Optimizing Inference Proxy with Plugins (github.com/codelion)
2 points by codelion on Oct 5, 2024 | past | 1 comment
28.
Discover LLM-assisted workflow opportunities in your code (patched.codes)
1 point by codelion on Sept 26, 2024 | past
29.
Build your own AutoFix with Patchwork (patched.codes)
12 points by codelion on Sept 25, 2024 | past
30.
Cot Decoding – Eliciting Reasoning from LLMs
2 points by codelion on Sept 24, 2024 | past

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