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generate_prompt

Syntologyentry name in harvested coderead from the graph 2026-09-24

generate_prompt appears in the code Syntology harvested for 110 papers, as 110 distinct code bodies found in 156 places (a place is one code body under one paper). At least one of them ran in 85 of the papers; 30 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named generate_prompt do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 74 of the 110 distinct code bodies named generate_prompt; 36 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
34ran · our draft was wrong
0ran · fixture could not drive it
39ran
36unverified
30fingerprinted

Licence is a property of each copy, so it is counted per place: 77 of the 156 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

100 papers shown of 110 (newest first; the JSON twin carries all 156 places); 137 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 10 papers added by Syntology; 4 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
From Association to Causation: Improving Retrieval Precision of Retrieval-Augmented Generation via Causal Relations and an Attention Mechanism added by Syntology 2026-08 (from id) Silk-Road/causal-rag-rerank/rag_pipeline.py 2a94ac4c170abfe3 ran licence not identified · pointer only
BaLoRA: Bayesian Low-Rank Adaptation of Large Scale Models added by Syntology 2026-05 (from id) AGI-Edgerunners/LLM-Adapters/finetune.py 56e674752db00649 ran · our draft was wrong Apache-2.0 (permissive)
BaLoRA: Bayesian Low-Rank Adaptation of Large Scale Models added by Syntology 2026-05 (from id) AGI-Edgerunners/LLM-Adapters/generate.py 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
BaLoRA: Bayesian Low-Rank Adaptation of Large Scale Models added by Syntology 2026-05 (from id) AGI-Edgerunners/LLM-Adapters/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models added by Syntology 2026-03 (from id) gryaklab/llm-ode/llmode/llm.py e9c0811bde89c645 unverified MIT (permissive)
Taming the Long Tail: Efficient Item-wise Sharpness-Aware Minimization for LLM-based Recommender Systems added by Syntology 2026-03 (from id) xiye7lai/samlrs/vllm_generate.py 1da5fdc05e0b1a13 unverified no licence file found · pointer only
ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM Framework added by Syntology 2026-03 (from id) deepkashiwa20/ELLMob/simulator/gpt_structure.py 95cf67e203557057 unverified MIT (permissive)
BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models added by Syntology 2026-01 (from id) Tiny-Snow/BEAR-SIGIR-2026/inference.py ec980d0edf81e31d ran · our draft was wrong fingerprinted MIT (permissive)
BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models added by Syntology 2026-01 (from id) Tiny-Snow/BEAR-SIGIR-2026/train_bear.py 31b0d67913003d72 unverified MIT (permissive)
METALEAD: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments added by Syntology 2026-01 (from id) RoelTim/metalead/src/extract_tuples.py 938e7f4c8acebc02 unverified no licence file found · pointer only
Identity-Robust Language Model Generation via Content Integrity Preservation added by Syntology 2026-01 (from id) XMUDM/Guide-Align/code/augmentation_prompt.py 54b95bf60dbf6155 unverified no licence file found · pointer only
Identity-Robust Language Model Generation via Content Integrity Preservation added by Syntology 2026-01 (from id) XMUDM/Guide-Align/code/generate_response.py 9fdbd9ee47ef2f75 unverified no licence file found · pointer only
QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks added by Syntology 2025-10 (from id) chitar/QuadEnhancer/LLM-finetuning/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted no licence file found · pointer only
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval added by Syntology 2025-09 (from id) WxxShirley/MoLoRAG/VLMRetriever/data_collection.py 8c8321c2a981f64b unverified no licence file found · pointer only
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking 11 Jun 2025 princeton-pli/QRHead/exp_scripts/generation/run_generation_lme.py f8bf3d9d30b922e6 unverified MIT (permissive)
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning 3 Jun 2025 ziyangjoy/diablo/evaluate_commonsense.py 03a0c4249091f289 ran · our draft was wrong fingerprinted no licence file found · pointer only
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning 22 May 2025 identical code first harvested elsewhere 56e674752db00649 ran · our draft was wrong licence of this copy not recorded
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers 28 Apr 2025 shoushouyu/automated-paper-to-code/code_gen/code_generate.py 10527bd8a74e0dd8 ran · our draft was wrong fingerprinted no licence file found · pointer only
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation 25 Mar 2025 sarahmart/llm-abs-armman-prediction/models/LLM_simulator.py ade64512da6f9546 ran · our draft was wrong MIT (permissive)
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings 19 Mar 2025 ny1024/deepseek-safety-eval/judge/text/gpt4o_chinese.py 866c7b26066ee5ea ran · our draft was wrong fingerprinted no licence file found · pointer only
LongRoPE2: Near-Lossless LLM Context Window Scaling 27 Feb 2025 microsoft/longrope/evaluation/passkey.py d69527b1fc981538 unverified MIT (permissive)
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation 13 Feb 2025 xuchen0427/fairdual/inference.py ec980d0edf81e31d ran · our draft was wrong fingerprinted MIT (permissive)
An Engorgio Prompt Makes Large Language Model Babble on 27 Dec 2024 jianshuod/engorgio-prompt/ica_utils/prepare.py 875043016598875b ran · honoured contract no licence file found · pointer only
SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations 12 Dec 2024 regionch/sprec/eval/inference.py ec980d0edf81e31d ran · our draft was wrong fingerprinted no licence file found · pointer only
Generate Any Scene: Evaluating and Improving Text-to-Vision Generation with Scene Graph Programming 11 Dec 2024 RAIVNLab/GenerateAnyScene/generation.py 5022dcff291c3815 ran · our draft was wrong Apache-2.0 (permissive)
Smoothie: Label Free Language Model Routing 6 Dec 2024 hazyresearch/smoothie/src/data_utils.py 640b7cfa08a02bfe unverified MIT (permissive)
Can LLMs be Good Graph Judge for Knowledge Graph Construction? 26 Nov 2024 hhy-huang/graphjudge/graph_judger/lora_infer.py e96ec96db9ef37ba unverified MIT (permissive)
Can LLMs be Good Graph Judge for Knowledge Graph Construction? 26 Nov 2024 hhy-huang/graphjudge/graph_judger/lora_infer_batch.py fa02d989f7ad994f unverified MIT (permissive)
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation 7 Nov 2024 lcs2-iiitd/monteclora/finetune.py 56e674752db00649 ran · our draft was wrong Apache-2.0 (permissive)
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation 7 Nov 2024 lcs2-iiitd/monteclora/generate.py 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation 7 Nov 2024 lcs2-iiitd/monteclora/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba 6 Nov 2024 sony/MambaPEFT/language/commonsense_reasoning/finetune.py 56e674752db00649 ran · our draft was wrong Apache-2.0 (permissive)
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks 16 Oct 2024 identical code first harvested elsewhere 56e674752db00649 ran · our draft was wrong licence of this copy not recorded
Language Model Preference Evaluation with Multiple Weak Evaluators 14 Oct 2024 ppsmk388/GED/answer_gen/vllm_generate.py 2eb98bc901715d22 ran no licence file found · pointer only
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning 12 Oct 2024 pumpkin-co/mtl-lora/lora_finetune.py 56e674752db00649 ran · our draft was wrong MIT (permissive)
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning 12 Oct 2024 pumpkin-co/mtl-lora/lora_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted MIT (permissive)
Seg2Act: Global Context-aware Action Generation for Document Logical Structuring 9 Oct 2024 cascip/seg2act/seg2act/eval/ChCatExt/seg2act_eval.py 3b3e7dfce732f2f0 ran · our draft was wrong no licence file found · pointer only
Efficient Inference for Large Language Model-based Generative Recommendation 7 Oct 2024 Linxyhaha/AtSpeed/code/finetune_llama.py 31b0d67913003d72 unverified no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_gemma.py efa052b7627685a8 ran no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_gemma7b.py 855c98801d59aba9 ran no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_llama3.py 129a49595d6cd469 ran no licence file found · pointer only
Hyperbolic Fine-tuning for Large Language Models 5 Oct 2024 marlin-codes/HypLLM/finetune_qwen.py 10b11110fd400897 ran no licence file found · pointer only
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint? 2 Oct 2024 xichen-fy/Fira/fine_tuning/finetune.py 56e674752db00649 ran · our draft was wrong Apache-2.0 (permissive)
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset 1 Oct 2024 event-ahu/medical_image_analysis/EMRRG/finetune.py 56e674752db00649 ran · our draft was wrong BSD-3-Clause (permissive)
EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage 17 Sep 2024 osu-nlp-group/eia_against_webagent/SeeAct/src/data_utils/prompts.py 431150ea1b184bf1 unverified MIT (permissive)
Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning 2 Sep 2024 Chongjie-Si/Subspace-Tuning/CR_MR/finetune.py 56e674752db00649 ran · our draft was wrong Apache-2.0 (permissive)
Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning 2 Sep 2024 Chongjie-Si/Subspace-Tuning/CR_MR/generate.py 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning 2 Sep 2024 Chongjie-Si/Subspace-Tuning/CR_MR/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models 9 Aug 2024 xiezikai/reflexiveprompting/self_contradictory_comparison.py a52bcb839042fe4e ran MIT (permissive)
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems 15 Jul 2024 ancientshi/erm4/finetune_gemma_rewriter.py 51f4c1ae26ea0c4c ran licence not identified · pointer only
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems 15 Jul 2024 ancientshi/erm4/infer_gemma_rewriter.py 4de4c9707060d248 ran licence not identified · pointer only
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs 14 Jul 2024 zhliu0106/learning-to-refuse/process_data/augmentation.py a4dd4eb5709c2a36 ran no licence file found · pointer only
Low-Rank Interconnected Adaptation across Layers 13 Jul 2024 yibozhong/lily/commonsense-reasoning/finetune_llama.py 56e674752db00649 ran · our draft was wrong no licence file found · pointer only
Low-Rank Interconnected Adaptation across Layers 13 Jul 2024 yibozhong/lily/commonsense-reasoning/evaluate_llama.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted no licence file found · pointer only
Mixture-of-Subspaces in Low-Rank Adaptation 16 Jun 2024 wutaiqiang/moslora/commonsense_reasoning/finetune.py 56e674752db00649 ran · our draft was wrong no licence file found · pointer only
Mixture-of-Subspaces in Low-Rank Adaptation 16 Jun 2024 wutaiqiang/moslora/commonsense_reasoning/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted no licence file found · pointer only
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory 17 Jun 2024 hkust-knowcomp/goldcoin/eval/eval_api.py 1662e8eff561cc46 ran fingerprinted Apache-2.0 (permissive)
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference 16 Jun 2024 mit-han-lab/Quest/evaluation/passkey/passkey.py 82a59167e1c0360c ran MIT (permissive)
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter 7 Jun 2024 currentf/meft/full_finetune.py 5ed93c8ef12816a8 ran no licence file found · pointer only
MoGU: A Framework for Enhancing Safety of Open-Sourced LLMs While Preserving Their Usability 23 May 2024 dyr1/mogu/Falcon/sft_mogu.py 3eea87ded08eb9c1 ran · our draft was wrong fingerprinted no licence file found · pointer only
Do Large Language Models Understand Conversational Implicature -- A case study with a chinese sitcom 30 Apr 2024 sjtu-compling/llm-pragmatics/eval_logit/query.py e5a280210073469b ran fingerprinted no licence file found · pointer only
Forcing Diffuse Distributions out of Language Models 16 Apr 2024 y0mingzhang/diffuse-distributions/src/utils.py f62e5d3a197c22ab ran MIT (permissive)
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems 15 Apr 2024 likaixin2000/mmcode/generate.py 060d68859a97da44 ran · our draft was wrong no licence file found · pointer only
Do Vision-Language Models Understand Compound Nouns? 30 Mar 2024 sonalkum/compun/generate_captions.py d0904001703f1b95 ran fingerprinted no licence file found · pointer only
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs 2024-03 (from id) sssszh/codeplan/generate_code_with_plan.py 8c5a649c50b23995 ran · our draft was wrong no licence file found · pointer only
Emergence of Social Norms in Generative Agent Societies: Principles and Architecture 13 Mar 2024 sxswz213/crsec/reverie/backend_server/compress_sim_storage_norm.py 3f8b35c22b491c2d ran no licence file found · pointer only
Common 7B Language Models Already Possess Strong Math Capabilities 7 Mar 2024 xwin-lm/xwin-lm/Xwin-Coder/DS1000/ds1000_gen.py 2763cff93674bd85 ran fingerprinted no licence file found · pointer only
Common 7B Language Models Already Possess Strong Math Capabilities 7 Mar 2024 xwin-lm/xwin-lm/Xwin-Coder/HumanEval/humaneval_gen.py 34de3c98b4c4ccf0 ran fingerprinted no licence file found · pointer only
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People 6 Mar 2024 freedomintelligence/apollo/src/evaluate/cli_demo.py ba695df2073d9830 ran · our draft was wrong Apache-2.0 (permissive)
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries 25 Feb 2024 ji-youn-kim/ehrnoteqa/src/gpt/gpt_setup.py 5652ec21392352cc ran fingerprinted MIT (permissive)
Item-side Fairness of Large Language Model-based Recommendation System 23 Feb 2024 jiangm-c/ifairlrs/code/finetune_gen.py f87a1fd80107335b ran · our draft was wrong no licence file found · pointer only
Unlocking the Power of Large Language Models for Entity Alignment 23 Feb 2024 jxh4945777/ChatEA/preobtain_description.py 698c242fbf3edfdb ran no licence file found · pointer only
FinBen: A Holistic Financial Benchmark for Large Language Models 20 Feb 2024 chancefocus/pixiu/src/interface.py d8c48497dd9cc819 unverified MIT (permissive)
DoRA: Weight-Decomposed Low-Rank Adaptation 14 Feb 2024 NVlabs/DoRA/commonsense_reasoning/finetune.py 56e674752db00649 ran · our draft was wrong no licence file found · pointer only
DoRA: Weight-Decomposed Low-Rank Adaptation 14 Feb 2024 NVlabs/DoRA/commonsense_reasoning/generate.py 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted no licence file found · pointer only
DoRA: Weight-Decomposed Low-Rank Adaptation 14 Feb 2024 NVlabs/DoRA/commonsense_reasoning/commonsense_evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted no licence file found · pointer only
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction 10 Feb 2024 usail-hkust/UrbanKGent/finetune.py fe2ac467a1531bb0 ran · our draft was wrong no licence file found · pointer only
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning 5 Feb 2024 fangru-lin/graph-llm-asynchow-plan/prototypical/longest_path.py 3b90664fabed7d8a ran · our draft was wrong MIT (permissive)
Data-efficient Fine-tuning for LLM-based Recommendation 30 Jan 2024 linxyhaha/dealrec/code/finetune/finetune.py cb5205949324ad15 ran · our draft was wrong no licence file found · pointer only
GPT-4V(ision) is a Generalist Web Agent, if Grounded 3 Jan 2024 osu-nlp-group/seeact/seeact_package/seeact/data_utils/prompts.py 63deb40acd1e84ea unverified licence not identified · pointer only
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models 1 Jan 2024 identical code first harvested elsewhere 56e674752db00649 ran · our draft was wrong licence of this copy not recorded
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models 1 Jan 2024 identical code first harvested elsewhere 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted licence of this copy not recorded
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models 1 Jan 2024 identical code first harvested elsewhere 1c6b8be890b6118a ran · our draft was wrong fingerprinted licence of this copy not recorded
DrugAssist: A Large Language Model for Molecule Optimization 28 Dec 2023 blazerye/drugassist/gradio_service.py 0afac31c1ad3b8c8 unverified no licence file found · pointer only
LLMLight: Large Language Models as Traffic Signal Control Agents 26 Dec 2023 usail-hkust/llmtscs/finetune/run_imitation_finetune.py fd451c1c62f562f8 ran no licence file found · pointer only
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling 23 Dec 2023 jquesnelle/yarn/eval/passkey.py 82b8d6fd7a1152e0 ran MIT (permissive)
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling 23 Dec 2023 jquesnelle/yarn/eval/passkey_hard.py b21ca20b3500c55f ran MIT (permissive)
CLadder: Assessing Causal Reasoning in Language Models 7 Dec 2023 causalNLP/cladder/causalbenchmark/eval/run_alpaca.py d9793b16bbddeedb ran fingerprinted MIT (permissive)
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs 16 Nov 2023 freedomintelligence/huatuogpt-ii/cli_demo.py baa2dd07a544df5c ran no licence file found · pointer only
Self-Contradictory Reasoning Evaluation and Detection 16 Nov 2023 uscnlp-lime/Self-Contradictory/generate_reasoning_multiple.py 5ac1b64a85172751 ran fingerprinted no licence file found · pointer only
A Study of Implicit Ranking Unfairness in Large Language Models 13 Nov 2023 xuchen0427/implicit_rank_unfairness/train_llama.py 31b0d67913003d72 unverified no licence file found · pointer only
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning 21 Oct 2023 lcs2-iiitd/daslam/QuesGenFinetune.py 7b5537fa9f46e747 ran no licence file found · pointer only
SOUL: Towards Sentiment and Opinion Understanding of Language 27 Oct 2023 DAMO-NLP-SG/SOUL/code/llm.py d98832ef4e81304e ran MIT (permissive)
Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging 17 Oct 2023 joeljang/rlphf/generate_rollouts.py dad9dcf30ea1d344 ran no licence file found · pointer only
DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations 17 Oct 2023 Dreamyao516/DialogueLLM/py/myllama-train-IEMOCAP.py 2775546539a8ffad ran MIT (permissive)
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science 12 Oct 2023 BangLab-UdeM-Mila/NLP4MatSci-HoneyBee/uniform_finetune.py 0bec18a3b0d91a68 ran · our draft was wrong no licence file found · pointer only
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science 12 Oct 2023 BangLab-UdeM-Mila/NLP4MatSci-HoneyBee/generate.py cf3eb2732e36312a ran · our draft was wrong fingerprinted no licence file found · pointer only
LAiW: A Chinese Legal Large Language Models Benchmark 9 Oct 2023 dai-shen/laiw/src/interface.py d8c48497dd9cc819 unverified MIT (permissive)
InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning 15 Sep 2023 abacinlp/investlm/inference.py 431f1568cf45e4f4 ran · our draft was wrong fingerprinted no licence file found · pointer only
Exploring Large Language Models for Knowledge Graph Completion 26 Aug 2023 yao8839836/kg-llm/lora_finetune_wn11.py 0ef5a67d69d73c56 ran no licence file found · pointer only
DARWIN Series: Domain Specific Large Language Models for Natural Science 25 Aug 2023 masterai-eam/darwin/inference.py e0779a97e2422350 ran · our draft was wrong fingerprinted licence not identified · pointer only
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct 18 Aug 2023 nlpxucan/WizardLM/WizardLM/src/inference_wizardlm.py 0bd14db8e7b2cb18 ran fingerprinted no licence file found · pointer only
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct 18 Aug 2023 nlpxucan/WizardLM/WizardCoder/src/humaneval_gen.py e8a51ca7c61c54e2 ran fingerprinted no licence file found · pointer only
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct 18 Aug 2023 nlpxucan/WizardLM/WizardCoder/src/inference_wizardcoder.py 0773321052909441 ran fingerprinted no licence file found · pointer only
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct 18 Aug 2023 nlpxucan/WizardLM/WizardCoder/src/mbpp_gen.py 13dc99a819a4f615 ran fingerprinted no licence file found · pointer only
A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems 16 Aug 2023 sai990323/grounding4rec/inference.py ec980d0edf81e31d ran · our draft was wrong fingerprinted no licence file found · pointer only
Llama 2: Open Foundation and Fine-Tuned Chat Models 18 Jul 2023 IBM/Dromedary/inference/run_stream_chatbot_demo.py 55e55d5b9201bf5c ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Llama 2: Open Foundation and Fine-Tuned Chat Models 18 Jul 2023 IBM/Dromedary/mc_evaluation/evaluate_hhh_eval.py c478c1e77422f0de ran GPL-3.0 (copyleft) · pointer only
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study 16 Jul 2023 rucaibox/quantizedempirical/finetune.py 56e674752db00649 ran · our draft was wrong no licence file found · pointer only
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View 12 Jul 2023 raphael-sch/velma/run_finetune.py b62337c3ffc7e968 ran no licence file found · pointer only
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations 10 Jul 2023 wlik/glrec/model_GLRec.py f87a1fd80107335b ran · our draft was wrong no licence file found · pointer only
RLTF: Reinforcement Learning from Unit Test Feedback 10 Jul 2023 zyq-scut/rltf/generate.py 6a5218b692e1a379 ran · our draft was wrong BSD-3-Clause (permissive)
RLTF: Reinforcement Learning from Unit Test Feedback 10 Jul 2023 zyq-scut/rltf/generate_codegen.py 458dc199427daade ran BSD-3-Clause (permissive)
GenRec: Large Language Model for Generative Recommendation 2 Jul 2023 rutgerswiselab/genrec/evaluation.py d2bdd366f27052bd unverified Apache-2.0 (permissive)
Extending Context Window of Large Language Models via Positional Interpolation 27 Jun 2023 ymcui/chinese-llama-alpaca-2/scripts/inference/inference_hf.py b47f5a611055da10 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs 22 Jun 2023 MiaoXiong2320/llm-uncertainty/query_multistep.py 6ad02b864df95421 ran · our draft was wrong fingerprinted no licence file found · pointer only
WizardCoder: Empowering Code Large Language Models with Evol-Instruct 14 Jun 2023 nickrosh/evol-teacher/humaneval_gen.py 13dc99a819a4f615 ran fingerprinted Apache-2.0 (permissive)
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts 12 Jun 2023 ExplainableML/WaffleCLIP/generate_descriptors.py d382e047433f0947 ran · our draft was wrong fingerprinted MIT (permissive)
Can Large Language Models Infer Causation from Correlation? 9 Jun 2023 causalnlp/corr2cause/code/run_alpaca.py d9793b16bbddeedb ran fingerprinted MIT (permissive)
LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning 28 May 2023 aim-uofa/loraprune/prune.py 2d8a5c5d1c76d421 unverified Apache-2.0 (permissive)
Landmark Attention: Random-Access Infinite Context Length for Transformers 25 May 2023 eugenepentland/landmark-attention-qlora/llama/run_test.py b9c4c8084f5cc40a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
HuatuoGPT, towards Taming Language Model to Be a Doctor 24 May 2023 freedomintelligence/huatuogpt/huatuo_cli_demo_stream.py fe4f81d0cc641ac2 ran · our draft was wrong Apache-2.0 (permissive)
QLoRA: Efficient Finetuning of Quantized LLMs 23 May 2023 identical code first harvested elsewhere b9c4c8084f5cc40a ran · our draft was wrong fingerprinted licence of this copy not recorded
QLoRA: Efficient Finetuning of Quantized LLMs 23 May 2023 KohakuBlueleaf/guanaco-lora/finetune.py a87961e99cab3b49 ran · our draft was wrong Apache-2.0 (permissive)
Lion: Adversarial Distillation of Proprietary Large Language Models 22 May 2023 yjiangcm/lion/src/lion_inference.py 36dc95d12630a6f0 unverified MIT (permissive)
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision 4 May 2023 ibm/dromedary/training/step2_principle_driven_self_alignment/generate_self_align_response.py c6f4906a21d19e29 ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision 4 May 2023 ibm/dromedary/inference/run_stream_chatbot_demo.py 55e55d5b9201bf5c ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation 30 Apr 2023 sai990323/tallrec/finetune_rec.py f87a1fd80107335b ran · our draft was wrong Apache-2.0 (permissive)
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation 30 Apr 2023 sai990323/tallrec/finetune.py 28f53dc446261ab5 unverified Apache-2.0 (permissive)
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation 30 Apr 2023 sai990323/tallrec/finetune_multi_rec.py eeba02bd501ce894 unverified Apache-2.0 (permissive)
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation 30 Apr 2023 sai990323/tallrec/evaluate.py 2f87a49368fc78d7 unverified Apache-2.0 (permissive)
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca 17 Apr 2023 ymcui/chinese-llama-alpaca-3/scripts/inference/inference_hf.py 506e15dcebddded4 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca 17 Apr 2023 neukg/techgpt-2.0/mindspore_inference/techgpt2-alpaca_inference.py 5805470da16397ec unverified Apache-2.0 (permissive)
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca 17 Apr 2023 neukg/techgpt-2.0/mindspore_inference/techgpt2-atom_inference.py 9975d177719247f6 unverified Apache-2.0 (permissive)
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models 4 Apr 2023 identical code first harvested elsewhere 56e674752db00649 ran · our draft was wrong licence of this copy not recorded
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models 4 Apr 2023 agi-edgerunners/llm-adapters/generate.py 0dbc7fc6c518d0fb ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models 4 Apr 2023 agi-edgerunners/llm-adapters/evaluate.py 1c6b8be890b6118a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)

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