Metadata Conditioned LLMs

iamshnoo 's Collections

updated 8 days ago

Pretraining Data: English NOW corpus (english-corpora.org/now). Paper: arxiv.org/abs/2601.15236. Code: github.com/iamshnoo/metadata_localization

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iamshnoo/combined_with_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 235

Note Global | 500M | with metadata
iamshnoo/combined_without_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 236

Note Global | 500M | without metadata
iamshnoo/combined_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 262

Note Global | 1B | with metadata | checkpoint 2k
iamshnoo/combined_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 258

Note Global | 1B | with metadata | checkpoint 4k
iamshnoo/combined_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 263

Note Global | 1B | with metadata | checkpoint 8k
iamshnoo/combined_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 271

Note Global | 1B | with metadata
iamshnoo/combined_without_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 268

Note Global | 1B | without metadata | checkpoint 2k
iamshnoo/combined_without_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 278

Note Global | 1B | without metadata | checkpoint 4k
iamshnoo/combined_without_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 277

Note Global | 1B | without metadata | checkpoint 8k
iamshnoo/combined_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 287

Note Global | 1B | without metadata
iamshnoo/combined_with_metadata_3b_step2k

Text Generation • 4B • Updated 16 days ago • 298

Note Global | 3B | with metadata | checkpoint 2k
iamshnoo/combined_with_metadata_3b_step4k

Text Generation • 4B • Updated 16 days ago • 293

Note Global | 3B | with metadata | checkpoint 4k
iamshnoo/combined_with_metadata_3b_step8k

Text Generation • 4B • Updated 16 days ago • 299

Note Global | 3B | with metadata | checkpoint 8k
iamshnoo/combined_with_metadata_3b

Text Generation • 4B • Updated 16 days ago • 310

Note Global | 3B | with metadata
iamshnoo/combined_without_metadata_3b_step2k

Text Generation • 4B • Updated 16 days ago • 325

Note Global | 3B | without metadata | checkpoint 2k
iamshnoo/combined_without_metadata_3b_step4k

Text Generation • 4B • Updated 16 days ago • 307

Note Global | 3B | without metadata | checkpoint 4k
iamshnoo/combined_without_metadata_3b_step8k

Text Generation • 4B • Updated 16 days ago • 318

Note Global | 3B | without metadata | checkpoint 8k
iamshnoo/combined_without_metadata_3b

Text Generation • 4B • Updated 16 days ago • 618

Note Global | 3B | without metadata
iamshnoo/africa_with_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 342

Note Local Continent | 500M | with metadata
iamshnoo/america_with_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 343

Note Local Continent | 500M | with metadata
iamshnoo/asia_with_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 348

Note Local Continent | 500M | with metadata
iamshnoo/europe_with_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 368

Note Local Continent | 500M | with metadata
iamshnoo/africa_without_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 366

Note Local Continent | 500M | without metadata
iamshnoo/america_without_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 367

Note Local Continent | 500M | without metadata
iamshnoo/asia_without_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 354

Note Local Continent | 500M | without metadata
iamshnoo/europe_without_metadata_500m

Text Generation • 0.7B • Updated 16 days ago • 371

Note Local Continent | 500M | without metadata
iamshnoo/africa_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 363

Note Local Continent | 1B | with metadata
iamshnoo/america_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 364

Note Local Continent | 1B | with metadata
iamshnoo/asia_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 369

Note Local Continent | 1B | with metadata
iamshnoo/europe_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 359

Note Local Continent | 1B | with metadata
iamshnoo/africa_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 376

Note Local Continent | 1B | without metadata
iamshnoo/america_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 383

Note Local Continent | 1B | without metadata
iamshnoo/asia_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 382

Note Local Continent | 1B | without metadata
iamshnoo/europe_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 385

Note Local Continent | 1B | without metadata
iamshnoo/combined_only_continent_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 385

Note Metadata Ablation | 1B | with metadata
iamshnoo/combined_only_continent_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 387

Note Metadata Ablation | 1B | with metadata | checkpoint 2k
iamshnoo/combined_only_continent_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 387

Note Metadata Ablation | 1B | with metadata | checkpoint 4k
iamshnoo/combined_only_continent_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 400

Note Metadata Ablation | 1B | with metadata | checkpoint 8k
iamshnoo/combined_only_country_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 393

Note Metadata Ablation | 1B | with metadata
iamshnoo/combined_only_country_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 405

Note Metadata Ablation | 1B | with metadata | checkpoint 2k
iamshnoo/combined_only_country_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 404

Note Metadata Ablation | 1B | with metadata | checkpoint 4k
iamshnoo/combined_only_country_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 404

Note Metadata Ablation | 1B | with metadata | checkpoint 8k
iamshnoo/combined_only_url_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 438

Note Metadata Ablation | 1B | with metadata
iamshnoo/combined_only_url_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 432

Note Metadata Ablation | 1B | with metadata | checkpoint 2k
iamshnoo/combined_only_url_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 448

Note Metadata Ablation | 1B | with metadata | checkpoint 4k
iamshnoo/combined_only_url_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 494

Note Metadata Ablation | 1B | with metadata | checkpoint 8k
iamshnoo/combined_only_url_continent_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 519

Note Metadata Ablation | 1B | with metadata
iamshnoo/combined_only_url_continent_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 535

Note Metadata Ablation | 1B | with metadata | checkpoint 2k
iamshnoo/combined_only_url_continent_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 533

Note Metadata Ablation | 1B | with metadata | checkpoint 4k
iamshnoo/combined_only_url_continent_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 553

Note Metadata Ablation | 1B | with metadata | checkpoint 8k
iamshnoo/combined_only_url_country_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 562

Note Metadata Ablation | 1B | with metadata
iamshnoo/combined_only_url_country_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 565

Note Metadata Ablation | 1B | with metadata | checkpoint 2k
iamshnoo/combined_only_url_country_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 571

Note Metadata Ablation | 1B | with metadata | checkpoint 4k
iamshnoo/combined_only_url_country_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 582

Note Metadata Ablation | 1B | with metadata | checkpoint 8k
iamshnoo/combined_no_africa_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 585

Note Leave One Out | 1B | with metadata
iamshnoo/combined_no_africa_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 634

Note Leave One Out | 1B | with metadata | checkpoint 2k
iamshnoo/combined_no_africa_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 653

Note Leave One Out | 1B | with metadata | checkpoint 4k
iamshnoo/combined_no_africa_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 667

Note Leave One Out | 1B | with metadata | checkpoint 8k
iamshnoo/combined_no_america_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 674

Note Leave One Out | 1B | with metadata
iamshnoo/combined_no_america_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 695

Note Leave One Out | 1B | with metadata | checkpoint 2k
iamshnoo/combined_no_america_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 680

Note Leave One Out | 1B | with metadata | checkpoint 4k
iamshnoo/combined_no_america_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 697

Note Leave One Out | 1B | with metadata | checkpoint 8k
iamshnoo/combined_no_asia_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 709

Note Leave One Out | 1B | with metadata
iamshnoo/combined_no_asia_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 726

Note Leave One Out | 1B | with metadata | checkpoint 2k
iamshnoo/combined_no_asia_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 749

Note Leave One Out | 1B | with metadata | checkpoint 4k
iamshnoo/combined_no_asia_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 757

Note Leave One Out | 1B | with metadata | checkpoint 8k
iamshnoo/combined_no_europe_with_metadata_1b

Text Generation • 1B • Updated 16 days ago • 752

Note Leave One Out | 1B | with metadata
iamshnoo/combined_no_europe_with_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 772

Note Leave One Out | 1B | with metadata | checkpoint 2k
iamshnoo/combined_no_europe_with_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 787

Note Leave One Out | 1B | with metadata | checkpoint 4k
iamshnoo/combined_no_europe_with_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 792

Note Leave One Out | 1B | with metadata | checkpoint 8k
iamshnoo/combined_no_africa_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 806

Note Leave One Out | 1B | without metadata
iamshnoo/combined_no_africa_without_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 808

Note Leave One Out | 1B | without metadata | checkpoint 2k
iamshnoo/combined_no_africa_without_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 812

Note Leave One Out | 1B | without metadata | checkpoint 4k
iamshnoo/combined_no_africa_without_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 810

Note Leave One Out | 1B | without metadata | checkpoint 8k
iamshnoo/combined_no_america_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 812

Note Leave One Out | 1B | without metadata
iamshnoo/combined_no_america_without_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 816

Note Leave One Out | 1B | without metadata | checkpoint 2k
iamshnoo/combined_no_america_without_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 823

Note Leave One Out | 1B | without metadata | checkpoint 4k
iamshnoo/combined_no_america_without_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 823

Note Leave One Out | 1B | without metadata | checkpoint 8k
iamshnoo/combined_no_asia_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 824

Note Leave One Out | 1B | without metadata
iamshnoo/combined_no_asia_without_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 844

Note Leave One Out | 1B | without metadata | checkpoint 2k
iamshnoo/combined_no_asia_without_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 864

Note Leave One Out | 1B | without metadata | checkpoint 4k
iamshnoo/combined_no_asia_without_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 867

Note Leave One Out | 1B | without metadata | checkpoint 8k
iamshnoo/combined_no_europe_without_metadata_1b

Text Generation • 1B • Updated 16 days ago • 891

Note Leave One Out | 1B | without metadata
iamshnoo/combined_no_europe_without_metadata_1b_step2k

Text Generation • 1B • Updated 16 days ago • 892

Note Leave One Out | 1B | without metadata | checkpoint 2k
iamshnoo/combined_no_europe_without_metadata_1b_step4k

Text Generation • 1B • Updated 16 days ago • 909

Note Leave One Out | 1B | without metadata | checkpoint 4k
iamshnoo/combined_no_europe_without_metadata_1b_step8k

Text Generation • 1B • Updated 16 days ago • 916

Note Leave One Out | 1B | without metadata | checkpoint 8k
iamshnoo/combined_with_metadata_chat

Text Generation • 1B • Updated 16 days ago • 938

Note Chat | with metadata | chat
iamshnoo/combined_without_metadata_chat

Text Generation • 1B • Updated 16 days ago • 944

Note Chat | without metadata | chat
iamshnoo/qa_metacul

Viewer • Updated 17 days ago • 800 • 99

Note Evaluation dataset | 800-question QA benchmark
iamshnoo/combined_with_metadata_3b_chat

Text Generation • 4B • Updated 16 days ago • 504

Note Chat | 3B | with metadata | chat
iamshnoo/combined_without_metadata_3b_chat

Text Generation • 4B • Updated 16 days ago • 493

Note Chat | 3B | without metadata | chat
iamshnoo/LocalNewsQA

Viewer • Updated 8 days ago • 35.9k • 179

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