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LlamaDecoderLayer

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

LlamaDecoderLayer appears in the code Syntology harvested for 11 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 0 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 LlamaDecoderLayer 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 2 of the 12 distinct code bodies named LlamaDecoderLayer; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 12 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

11 papers shown of 11, newest first; 12 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 2 papers added by Syntology. 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
The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders added by Syntology 2026-06 (from id) Tiny-Snow/GenRec/src/genrec/models/model_seqrec/sasrec_sprint.py 0b073d32bfd3c05b unverified GPL-3.0 (copyleft) · pointer only
GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion added by Syntology 2026-04 (from id) mikumifa/GS-Quant/codebook/rqvae.py cf440bb46ec93bf7 unverified Apache-2.0 (permissive)
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference 17 Mar 2025 ustc-hyin/HiMAP/src/LLaVA/llava/model/language_model/himap.py 77eaa387ee4685f5 ran no licence file found · pointer only
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models 19 Feb 2025 junzhang-zj/LoRAM/loram/2_pruned_low_rank_matrix_training.py d4a037311f926e1a unverified Apache-2.0 (permissive)
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning 18 Feb 2025 sony/DeepResonance/code/model/deepresonance.py 40826a087f0fbbed unverified MIT (permissive)
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale 4 Oct 2024 fe1ixxu/ALMA/modeling_xalma.py 189228f2bd4c1774 unverified MIT (permissive)
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases 22 Feb 2024 facebookresearch/mobilellm/utils/modeling_llama.py 287760d8764c9f55 unverified licence not identified · pointer only
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases 22 Feb 2024 facebookresearch/LLM-QAT/models/modeling_llama_quant.py 4d865933cc1c7185 unverified licence not identified · pointer only
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback 2 Feb 2024 jianguanthu/amor/code/manager.py 358cf499b8ba9ff5 unverified no licence file found · pointer only
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models 13 Jan 2024 youarespecialtome/qst/modeling_llama_qst.py 6ef27137c2104cdd ran Apache-2.0 (permissive)
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction 5 Oct 2023 hitz-zentroa/gollie/src/model/patch_models/modeling_flash_llama.py 71e315c10d6d705e unverified Apache-2.0 (permissive)
Llama 2: Open Foundation and Fine-Tuned Chat Models 18 Jul 2023 meetyou-ai-lab/can-mc-evaluate-llms/Embeddings/src/llama/modeling_llama.py 660d5e5234e28212 unverified Apache-2.0 (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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