Paper Citation Record · LEDGER

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.17331.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.17331 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:51:22.787495Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact4
verified fuzzy1
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23578f49-4759-4c9c-8e77-78d05e325011 · outbound

This paper cites https://huggingface.co/TinyLlama/TinyLlama_v1.1.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training https://huggingface.co/TinyLlama/TinyLlama_v1.1

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:24.273309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 018cab65-9896-459d-b952-0ef474794275 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:19.789210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a44740-88fc-4be3-afff-f2c45d0d6a84 · outbound

This paper cites Speeding up Resnet Architecture with Layers Targeted Low Rank Decomposition.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Speeding up Resnet Architecture with Layers Targeted Low Rank Decomposition

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:51:23.602133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf312055-88fc-4706-a939-9b793bd27348 · outbound

This paper cites Program Synthesis with Large Language Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Program Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.026957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7d9b1b-e1b6-40ef-9474-bebeefaf22bf · outbound

This paper cites Qwen Technical Report.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Qwen Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.120511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d88dd0-54a8-46fb-80e4-77ea7a4225f9 · outbound

This paper cites Longformer: The Long-Document Transformer.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Longformer: The Long-Document Transformer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.224242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c492861-9d61-413a-a5c9-b620eaf09a2c · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.307304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6dd9836-9454-44fa-937f-ad6e9b7983e1 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.395386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a3130b-a6cb-4ce9-8047-1bbd114d40e1 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.482969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7ae057-fbe6-49e6-9ec8-9e08570dd807 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.562116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c758a0f8-89ca-4023-88ea-cb6947d50a09 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.648251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ab2e3ae-22bd-4b0e-85a2-e3484526211a · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.729178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8f69d9-e4ca-448b-b12a-92951ed7801f · outbound

This paper cites Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:51:23.380122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ff366bf-19f8-42b7-bb1b-9990d177e794 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.884968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54aca3f0-9bcd-46af-aff5-038219eb3341 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:20.986919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02890c14-cc17-4fce-875d-87f9d348d3fc · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Measuring Mathematical Problem Solving With the MATH Dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.054522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee07742d-b951-4600-91dd-2faf41130456 · outbound

This paper cites Training Compute-Optimal Large Language Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Training Compute-Optimal Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.133606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec988bfd-b7d9-4d71-9547-db3ae01ccb89 · outbound

This paper cites C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.210750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a92ba7-73ed-4f55-bb57-cdf509c897df · outbound

This paper cites GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.260354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5967dd92-e5df-4c2a-ac9b-69b26e358607 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.319248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb213e70-5c67-4b8a-bae6-57b97def08d0 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:24.049947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28688970-959d-490a-ad07-4b635716bc6d · outbound

This paper cites Beyond KV Caching: Shared Attention for Efficient LLMs.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Beyond KV Caching: Shared Attention for Efficient LLMs

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:51:23.175626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6886d645-2dec-4470-9f10-32a4c25a7cd9 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:23.917036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4642525-3641-497d-8d00-1492c94d4e21 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:23.766459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d528518-e2fd-4708-ae89-2fcd90f878cd · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:21.789077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da2ce3e-0a03-4867-9ec5-61ad53528ef0 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 26

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:51:23.067074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ab040785-c0d6-42d3-94d1-0e5dd2b9d466 · outbound

This paper cites You Only Cache Once: Decoder-Decoder Architectures for Language Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training You Only Cache Once: Decoder-Decoder Architectures for Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.006655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84c6fd1-d1c2-45ea-a471-5c96664c5837 · outbound

This paper cites RazorAttention: Efficient KV Cache Compression Through Retrieval Heads.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training RazorAttention: Efficient KV Cache Compression Through Retrieval Heads

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.079103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4396121b-b4fe-469a-a387-68c4ee6c060a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.173295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c0f0c6-c5aa-48f1-9b13-5b4eec14f23d · outbound

This paper cites Gated Linear Attention Transformers with Hardware-Efficient Training.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Gated Linear Attention Transformers with Hardware-Efficient Training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.262800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eea27d1-bbe9-4620-8ca0-43cc64be12b6 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.348959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31b2078e-4c25-44f6-b257-cdcbfaa6e345 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.429747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d407770d-5e50-477d-990e-cfad4bdd8450 · outbound

This paper cites an unresolved cited work.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.502420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b624e655-a47b-49fe-8e7d-594d4d7a2c25 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.582070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fb94207-6cc3-44da-986f-a84ea7acbd90 · outbound

This paper cites online" 'onlinestring :=.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training online" 'onlinestring :=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.659855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dbe063c-3210-4984-9fa9-68b311502bf4 · outbound

This paper cites write newline.

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:22.787495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.