{"as_of":"2026-08-10T05:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3341ab54d1d7a47f6d1aa7c30779f39f3142a34514fdc801f649e86648c4e0a5","coverage":[{"denominator":39,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":39,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:09:17.207868Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-02T22:47:05.759610Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T04:57:38.330281Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"cited_work":{"arxiv_id":"2507.07145","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.07145","snapshot_observed_at":"2026-07-03T04:57:38.330281Z","title":"CCQ: Convolutional code for extreme low-bit quantization in llms.CoRR, abs/2507.07145,","venue":null,"work_id":"b11ff0f5-e40a-45d3-84c4-56e85cf34398","year":null},"citing_paper":{"arxiv_id":"2606.10531","last_updated":"2026-07-01T03:38:14Z","snapshot_observed_at":"2026-08-06T14:17:16.054117Z","submitted_at":"2026-06-09T08:02:56Z","title":"LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-06-27T13:32:32.996055Z"},"links":{"cited_paper":"/paper/2507.07145","citing_paper":"/paper/2606.10531"},"observation_digest":"sha256:526ea74112dc51401da319a97c2138ab0fa78767cec5aaafa028fec6f5630bb7","observation_id":"ac703c6c-393c-4c3c-bea2-82529cbb6db5","resolution":{"observed_at":"2026-07-03T04:57:38.331678Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"cited_work":{"arxiv_id":"2507.07145","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.07145","snapshot_observed_at":"2026-07-03T04:57:38.330281Z","title":"CCQ: Convolutional code for extreme low-bit quantization in llms.CoRR, abs/2507.07145,","venue":null,"work_id":"b11ff0f5-e40a-45d3-84c4-56e85cf34398","year":null},"citing_paper":{"arxiv_id":"2606.10531","last_updated":"2026-07-01T03:38:14Z","snapshot_observed_at":"2026-08-06T14:17:16.054117Z","submitted_at":"2026-06-09T08:02:56Z","title":"LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-02T22:47:05.759610Z"},"links":{"cited_paper":"/paper/2507.07145","citing_paper":"/paper/2606.10531"},"observation_digest":"sha256:c64f1ba08869acbc160403ec2b40ff3984272df6b4777aa6e29e8d341a50724f","observation_id":"291b7156-4a4c-43fc-ab4e-2557744742a2","resolution":{"observed_at":"2026-07-02T22:47:25.261681Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.07145/citation-record","integrity":"/paper/2507.07145/integrity","json":"/paper/2507.07145/citation-record.json","paper":"/paper/2507.07145"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:19.300679Z","title":null,"venue":null,"work_id":"2238fc92-c656-4a48-9d7b-a2a31c9a225e","year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:12.742665Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:54347d3ca086b18e21e1e49bc860852f7a735de64bbed284684405baad93a242","observation_id":"14b63c20-00ee-4719-9f00-1a837274a196","resolution":{"observed_at":"2026-08-06T19:09:19.374333Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:19.133515Z","title":null,"venue":null,"work_id":"280eb8f2-16de-4c1d-931b-ba63d2e55508","year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:12.845505Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:3fc5b49f16a148aebb942944cd1346c79f12ade0eb69dde5041fa6ed770861c4","observation_id":"c4ec0cbd-798c-498b-9a9a-b60a85129b25","resolution":{"observed_at":"2026-08-06T19:09:19.206969Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.965104Z","title":null,"venue":null,"work_id":"53bdf190-e0cf-4a5b-8c13-987c3129a326","year":2025},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.011037Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:4eb9849644e9d381dde4aa46c81dffec3e56656b9f821a77029f8c1d7b03eede","observation_id":"9deb25dd-c87a-4468-a777-d463f2602396","resolution":{"observed_at":"2026-08-06T19:09:19.030469Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.14168","last_updated":"2021-11-18T00:23:45Z","snapshot_observed_at":"2026-08-07T01:45:38.840969Z","submitted_at":"2021-10-27T04:49:45Z","title":"Training Verifiers to Solve Math Word Problems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.14168","snapshot_observed_at":"2026-08-06T19:09:13.128489Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.128489Z"},"links":{"cited_paper":"/paper/2110.14168","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:f07422955b431dda3ddbee35e0d9967ec8e09b4439181da2645cd4fc9cc1f7f5","observation_id":"51b50d50-42dc-4982-911c-f53c11778c88","resolution":{"observed_at":"2026-08-06T19:09:13.128489Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1903.00161","last_updated":"2019-04-16T21:22:39Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2019-03-01T05:32:01Z","title":"DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1903.00161","snapshot_observed_at":"2026-08-06T19:09:13.415886Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.415886Z"},"links":{"cited_paper":"/paper/1903.00161","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:890f8b3b687476af26a75325d8480df832c34f612ce17b431896e0887301a4be","observation_id":"708ae7b6-e54f-4805-ba43-fc947daad4e2","resolution":{"observed_at":"2026-08-06T19:09:13.415886Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.06118","last_updated":"2024-09-11T07:48:26Z","snapshot_observed_at":"2026-08-06T11:31:16.355778Z","submitted_at":"2024-01-11T18:54:44Z","title":"Extreme Compression of Large Language Models via Additive Quantization","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.06118","snapshot_observed_at":"2026-08-06T19:09:13.539493Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.539493Z"},"links":{"cited_paper":"/paper/2401.06118","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:cd6f234b014b96c9b11b4f15f934b4c43e2614669161aeb26d812ff8402273b3","observation_id":"e2441ab2-3498-49a2-b5ac-13ea8d13180f","resolution":{"observed_at":"2026-08-06T19:09:13.539493Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.17323","last_updated":"2023-03-22T13:10:47Z","snapshot_observed_at":"2026-08-07T08:38:54.025062Z","submitted_at":"2022-10-31T13:42:40Z","title":"GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.17323","snapshot_observed_at":"2026-08-06T19:09:13.658735Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.658735Z"},"links":{"cited_paper":"/paper/2210.17323","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:24838b86a9514512230da1abdb8d9351b785f5080ab4790b77f27be7013217d1","observation_id":"6b4d9949-42b7-4f61-9706-af9bd82a2ff2","resolution":{"observed_at":"2026-08-06T19:09:13.658735Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-06T19:09:13.805539Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.805539Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:ebbf3b68b526a2d250aa2d900bca499dc5657bb195135d4c6b569e01391b537d","observation_id":"d207383a-1172-4363-8e37-6310c3210b93","resolution":{"observed_at":"2026-08-06T19:09:13.805539Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.833742Z","title":null,"venue":null,"work_id":"7d4229aa-17bb-4029-a614-b0882f2dc5ce","year":1984},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:13.964109Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:44d5ba154c4236fa9c6233991c2b6f729b0735b70b1db73bf23a1f57406d48ad","observation_id":"d1e03642-63cd-48bf-aba6-a0a668cfca47","resolution":{"observed_at":"2026-08-06T19:09:18.903159Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.675340Z","title":"Gray and David L","venue":null,"work_id":"c83b982e-4abf-4acc-aa4f-bce3710eb064","year":1998},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.095610Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:ac5287368f5600de1cc80a2e207f9673526b8a59d80d83999675da6f4240f63f","observation_id":"2cd9f988-21cb-4584-b7ac-5f968dd601fd","resolution":{"observed_at":"2026-08-06T19:09:18.735412Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:14.221511Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.221511Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:c291bf3d04a3659064e54e6aea329ec3753da88eeaa4b75ad12b6c22f3068402","observation_id":"52336b97-b442-4e3b-a8df-ad39e59ec8fd","resolution":{"observed_at":"2026-08-06T19:09:14.221511Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.499964Z","title":null,"venue":null,"work_id":"fe47d6a0-dfc2-43d1-96b4-6572953df1bb","year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.323753Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:6848cbde4457c9be7914ca16ee59b1b70ebcad3629b80da0d473f6eab9ff8915","observation_id":"4829414d-7be9-47b4-9846-b91a138d227f","resolution":{"observed_at":"2026-08-06T19:09:18.562284Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:14.456598Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.456598Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:4e1e285aa0057a3a2aac8e1ffe6f4089f5fd73b86dad2c67fdd22243f7e0d538","observation_id":"7075158b-0617-43fb-8979-bba0aa4ed09d","resolution":{"observed_at":"2026-08-06T19:09:14.456598Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.07629","last_updated":"2024-06-05T03:57:41Z","snapshot_observed_at":"2026-08-05T21:17:46.828705Z","submitted_at":"2023-06-13T08:57:54Z","title":"SqueezeLLM: Dense-and-Sparse Quantization","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.07629","snapshot_observed_at":"2026-08-06T19:09:14.550295Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.550295Z"},"links":{"cited_paper":"/paper/2306.07629","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:15e0064a78a2e83c250f3a50f3d57b7751c18e045d8514b708419ab45647c855","observation_id":"14813428-cb77-415d-9713-4f4d6f3f670b","resolution":{"observed_at":"2026-08-06T19:09:14.550295Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:14.678988Z","title":"Gonzalez, Hao Zhang, and Ion Stoica","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.678988Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:d995c7b5084b35dd3a8ea29f24c25e2eab12d808cfcd7cf05a9e2009b9fa709d","observation_id":"c2c64683-0130-4245-89f9-f009653aa16d","resolution":{"observed_at":"2026-08-06T19:09:14.678988Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:14.783425Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.783425Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:958cb7de51a668113cb4b76c151392e90875c120dcba35f5f21cf05ea7669b2e","observation_id":"6c9c9144-1e9a-43b3-b9f8-ead152f424c8","resolution":{"observed_at":"2026-08-06T19:09:14.783425Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.02692","last_updated":"2025-05-13T17:54:56Z","snapshot_observed_at":"2026-08-07T16:11:07.919569Z","submitted_at":"2025-04-03T15:30:43Z","title":"GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.02692","snapshot_observed_at":"2026-08-06T19:09:14.944813Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:14.944813Z"},"links":{"cited_paper":"/paper/2504.02692","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:6a66cf14a9797d2ff08228fae9d69941b3c7c8c3e4feece4757e975032092cfa","observation_id":"28ec7371-2137-4ba6-ab17-ce307adb0be9","resolution":{"observed_at":"2026-08-06T19:09:14.944813Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:15.072225Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.072225Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:86baa9d02c88b389dfb8b06d9aa70cca81af6007238532bd696915ef2ba6c31e","observation_id":"8d718d62-d47f-437b-9ca0-44fc2781f93c","resolution":{"observed_at":"2026-08-06T19:09:15.072225Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.19437","last_updated":"2025-02-18T17:26:38Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-27T04:03:16Z","title":"DeepSeek-V3 Technical Report","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.19437","snapshot_observed_at":"2026-08-06T19:09:15.202439Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.202439Z"},"links":{"cited_paper":"/paper/2412.19437","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:b04be239486a0641ec1d6322c9908a73f91fd4dfe426427fe5b48d06280327ee","observation_id":"bf2de7b2-bf61-48df-87a1-4fbdc27bd79b","resolution":{"observed_at":"2026-08-06T19:09:15.202439Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.17066","last_updated":"2024-10-22T11:47:04Z","snapshot_observed_at":"2026-08-06T23:02:55.718749Z","submitted_at":"2024-09-25T16:25:45Z","title":"VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.17066","snapshot_observed_at":"2026-08-06T19:09:15.339967Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.339967Z"},"links":{"cited_paper":"/paper/2409.17066","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:5404b1f46231418c073887fde597780d5bde0a0d760cc28a2db200bb7d9eb7d6","observation_id":"651510c7-f053-4b8d-a861-bca739c13eaa","resolution":{"observed_at":"2026-08-06T19:09:15.339967Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.17888","last_updated":"2023-05-29T05:22:11Z","snapshot_observed_at":"2026-08-07T18:58:35.737110Z","submitted_at":"2023-05-29T05:22:11Z","title":"LLM-QAT: Data-Free Quantization Aware Training for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.17888","snapshot_observed_at":"2026-08-06T19:09:15.456220Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.456220Z"},"links":{"cited_paper":"/paper/2305.17888","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:58de0e4a5212b08b216e877f61114c5f682816197d3eded9eb040f46a075da3c","observation_id":"e4e182b3-3f62-43ad-a85b-9b4b60d23d5c","resolution":{"observed_at":"2026-08-06T19:09:15.456220Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02750","last_updated":"2024-07-25T09:16:05Z","snapshot_observed_at":"2026-07-06T17:25:18.238343Z","submitted_at":"2024-02-05T06:06:47Z","title":"KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02750","snapshot_observed_at":"2026-08-06T19:09:15.612246Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.612246Z"},"links":{"cited_paper":"/paper/2402.02750","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:a5d64f23a01e078f2b3f319a1bedb668ff070fa7db3c1a0d836ab21d05371a9e","observation_id":"e11d7ebf-ad35-46e8-b83b-6e6e0e7afb57","resolution":{"observed_at":"2026-08-06T19:09:15.612246Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.14852","last_updated":"2024-05-30T15:01:49Z","snapshot_observed_at":"2026-07-06T18:18:51.814306Z","submitted_at":"2024-05-23T17:57:04Z","title":"PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.14852","snapshot_observed_at":"2026-08-06T19:09:15.725978Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.725978Z"},"links":{"cited_paper":"/paper/2405.14852","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:48fbe17063fcb5087721b0c613a9d526da0c1a37e14325409b18d7034d86dc15","observation_id":"3e152096-429f-407e-a889-11a15f1decf7","resolution":{"observed_at":"2026-08-06T19:09:15.725978Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.295144Z","title":null,"venue":null,"work_id":"2274b6c7-548c-4812-a703-95abca961eae","year":1990},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.809980Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:90a70d4155e26b671843658782e95351b49fdc81ed69444b703173855597e66d","observation_id":"7619b8f7-de18-48de-834b-aebcfddc8a0a","resolution":{"observed_at":"2026-08-06T19:09:18.376825Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.16049","last_updated":"2024-03-23T21:21:44Z","snapshot_observed_at":"2026-08-04T21:08:49.454029Z","submitted_at":"2023-10-24T17:59:20Z","title":"MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.16049","snapshot_observed_at":"2026-08-06T19:09:15.867188Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.867188Z"},"links":{"cited_paper":"/paper/2310.16049","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:d2032ee6b4e01de59dfd9f9da255087444f96eefc627873494601037de573ac8","observation_id":"9e0187db-8278-41e5-a27b-5244df8b9c57","resolution":{"observed_at":"2026-08-06T19:09:15.867188Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.04615","last_updated":"2023-06-12T17:51:15Z","snapshot_observed_at":"2026-07-06T13:19:12.109592Z","submitted_at":"2022-06-09T17:05:34Z","title":"Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.04615","snapshot_observed_at":"2026-08-06T19:09:15.947268Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:15.947268Z"},"links":{"cited_paper":"/paper/2206.04615","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:8ec1d22f850f89e3309c43d60e7961e6f847dbe1a4c7292173b5aea0f5be2b5b","observation_id":"514785f6-3676-4f0a-837f-ec11753a5c96","resolution":{"observed_at":"2026-08-06T19:09:15.947268Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:18.142386Z","title":null,"venue":null,"work_id":"3e6b2c02-ffdb-45f2-84d4-c3b7ea73e128","year":2019},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.019235Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:a5732b8d57162d7688fd332c758fc7489094ab8d8c9fd4e25ccc2fe0486af283","observation_id":"90d31e21-942f-4bbe-a86c-ce80640bcbad","resolution":{"observed_at":"2026-08-06T19:09:18.211560Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.04396","last_updated":"2024-06-04T04:51:52Z","snapshot_observed_at":"2026-08-09T13:06:16.631036Z","submitted_at":"2024-02-06T20:52:12Z","title":"QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.04396","snapshot_observed_at":"2026-08-06T19:09:16.104514Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.104514Z"},"links":{"cited_paper":"/paper/2402.04396","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:ffa6fdd389a7fbb285c747536d7bc44394c8784f8112157a1417e757285fa6e7","observation_id":"844df51a-8dcc-4883-97e2-cff04b4e25a6","resolution":{"observed_at":"2026-08-06T19:09:16.104514Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:16.172716Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.172716Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:538acf7eca0695f5bb424b5e65aa511f051102bcc1a246a922de304c23fa426d","observation_id":"14643411-d717-4f2b-865f-1e77d05e16e6","resolution":{"observed_at":"2026-08-06T19:09:16.172716Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.15319","last_updated":"2025-06-03T09:22:07Z","snapshot_observed_at":"2026-07-06T17:34:32.617468Z","submitted_at":"2024-02-23T13:39:16Z","title":"GPTVQ: The Blessing of Dimensionality for LLM Quantization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.15319","snapshot_observed_at":"2026-08-06T19:09:16.255194Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.255194Z"},"links":{"cited_paper":"/paper/2402.15319","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:e11733fa70567dac2de7e68915c2f72bfd605df37c75aa3390f922b0e483f4b4","observation_id":"8a125a0b-1da2-499f-9967-609e08831712","resolution":{"observed_at":"2026-08-06T19:09:16.255194Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.11453","last_updated":"2023-10-17T17:59:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-17T17:59:15Z","title":"BitNet: Scaling 1-bit Transformers for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.11453","snapshot_observed_at":"2026-08-06T19:09:16.341546Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.341546Z"},"links":{"cited_paper":"/paper/2310.11453","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:3d7c7aee268f3877d0cd4ad224c4e9f869cc574e07a4c21e9221d37fa743a94b","observation_id":"d1f19044-b3b0-4588-b17b-4f98a31f9d69","resolution":{"observed_at":"2026-08-06T19:09:16.341546Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.16636","last_updated":"2023-06-29T02:19:50Z","snapshot_observed_at":"2026-08-09T19:17:03.002158Z","submitted_at":"2023-06-29T02:19:50Z","title":"CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.16636","snapshot_observed_at":"2026-08-06T19:09:16.450823Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.450823Z"},"links":{"cited_paper":"/paper/2306.16636","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:a84890040f5e6555a6d5f1ddd4a4a321b447190bda4ef8e9c07e8f3546f0348f","observation_id":"2b1a711b-f56c-4f39-ba0d-aa9fd0ccd6d5","resolution":{"observed_at":"2026-08-06T19:09:16.450823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:16.529853Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.529853Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:155e595b7aadbbd538c40bf3f4005bc9c5f5da548415349620aaf9fe489c431d","observation_id":"ec343832-99a7-42c9-abff-106eb6741309","resolution":{"observed_at":"2026-08-06T19:09:16.529853Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.11295","last_updated":"2024-11-29T11:47:55Z","snapshot_observed_at":"2026-07-06T17:31:37.574049Z","submitted_at":"2024-02-17T14:26:57Z","title":"OneBit: Towards Extremely Low-bit Large Language Models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.11295","snapshot_observed_at":"2026-08-06T19:09:16.636435Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.636435Z"},"links":{"cited_paper":"/paper/2402.11295","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:6da4f1ed3a79c5c68aad49cf173c90281894493c378c850dc4bafd4ba7d543e9","observation_id":"b7415f28-0d79-4155-a9b3-bf1fa81e3d9f","resolution":{"observed_at":"2026-08-06T19:09:16.636435Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-06T19:09:16.740132Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.740132Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:b9182b88b0fdb8737cb9cab8ace77eb68c1f8fa438098ef47ba3eac4e9a4afc6","observation_id":"347ac852-7bf1-46bc-942b-21eef900b8c5","resolution":{"observed_at":"2026-08-06T19:09:16.740132Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.10671","last_updated":"2024-09-10T13:25:53Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-07-15T12:35:42Z","title":"Qwen2 Technical Report","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.10671","snapshot_observed_at":"2026-08-06T19:09:16.889877Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:16.889877Z"},"links":{"cited_paper":"/paper/2407.10671","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:e2ec89d8aeb39492e7b31a2c4c2bca2bf2bf88fef706281d924e2f24a4eb8a98","observation_id":"6b517bf6-9853-4281-b76f-901aafddcbc8","resolution":{"observed_at":"2026-08-06T19:09:16.889877Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.15115","last_updated":"2025-01-03T02:18:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-19T17:56:09Z","title":"Qwen2.5 Technical Report","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.15115","snapshot_observed_at":"2026-08-06T19:09:17.004127Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:17.004127Z"},"links":{"cited_paper":"/paper/2412.15115","citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:a71b85ed8d601b6351c85919b35850c897f97e164d3df399913324f9e09223ca","observation_id":"ef89513c-90db-42e1-bc68-680dad0b4532","resolution":{"observed_at":"2026-08-06T19:09:17.004127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:17.091141Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:17.091141Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:251751bcd559cdf5fb6f5827684eed9125d7b315f01d4e21d8067f9a165902a8","observation_id":"28fb5980-f9e9-4941-af17-81ce411a7a1f","resolution":{"observed_at":"2026-08-06T19:09:17.091141Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:09:17.207868Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-06T19:09:17.207868Z"},"links":{"citing_paper":"/paper/2507.07145"},"observation_digest":"sha256:b376de2e9b473640f151439a91b663af7ab5a7b224ea90695e45c45d3f0d0067","observation_id":"04f9e3bf-b5df-4a19-8831-cebf0749d5ba","resolution":{"observed_at":"2026-08-06T19:09:17.207868Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.07145","last_updated":"2025-07-09T06:04:14Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-08T02:29:03.615649Z","submitted_at":"2025-07-09T06:04:14Z","title":"CCQ: Convolutional Code for Extreme Low-bit Quantization in LLMs"},"reference_resolution":{"displayed":39,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":38,"verified_exact":0,"verified_fuzzy":1},"total_outbound_references":39},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 2 inbound Pith citation observations for arXiv:2507.07145."}