Metadata Conditioned LLMs

iamshnoo 's Collections

updated about 4 hours 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 about 4 hours ago • 97

Note Global | 500M | with metadata
iamshnoo/combined_without_metadata_500m

Text Generation • 0.7B • Updated about 4 hours ago • 93

Note Global | 500M | without metadata
iamshnoo/combined_with_metadata_1b_step2k

Text Generation • 1B • Updated about 4 hours ago • 120

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

Text Generation • 1B • Updated about 4 hours ago • 122

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

Text Generation • 1B • Updated about 4 hours ago • 123

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

Text Generation • 1B • Updated about 4 hours ago • 111

Note Global | 1B | with metadata
iamshnoo/combined_without_metadata_1b_step2k

Text Generation • 1B • Updated about 4 hours ago • 120

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

Text Generation • 1B • Updated about 4 hours ago • 131

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

Text Generation • 1B • Updated about 4 hours ago • 130

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

Text Generation • 1B • Updated about 4 hours ago • 120

Note Global | 1B | without metadata
iamshnoo/combined_with_metadata_3b_step2k

Text Generation • 4B • Updated about 4 hours ago • 143

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

Text Generation • 4B • Updated about 4 hours ago • 136

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

Text Generation • 4B • Updated about 4 hours ago • 143

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

Text Generation • 4B • Updated about 4 hours ago • 131

Note Global | 3B | with metadata
iamshnoo/combined_without_metadata_3b_step2k

Text Generation • 4B • Updated about 4 hours ago • 149

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

Text Generation • 4B • Updated about 4 hours ago • 136

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

Text Generation • 4B • Updated about 4 hours ago • 142

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

Text Generation • 4B • Updated about 4 hours ago • 394

Note Global | 3B | without metadata
iamshnoo/africa_with_metadata_500m

Text Generation • 0.7B • Updated about 4 hours ago • 131

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

Text Generation • 0.7B • Updated about 4 hours ago • 130

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

Text Generation • 0.7B • Updated about 4 hours ago • 131

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

Text Generation • 0.7B • Updated about 4 hours ago • 132

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

Text Generation • 0.7B • Updated about 4 hours ago • 131

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

Text Generation • 0.7B • Updated about 4 hours ago • 132

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

Text Generation • 0.7B • Updated about 4 hours ago • 112

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

Text Generation • 0.7B • Updated about 4 hours ago • 123

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

Text Generation • 1B • Updated about 4 hours ago • 125

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

Text Generation • 1B • Updated about 4 hours ago • 122

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

Text Generation • 1B • Updated about 4 hours ago • 121

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

Text Generation • 1B • Updated about 4 hours ago • 114

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

Text Generation • 1B • Updated about 4 hours ago • 122

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

Text Generation • 1B • Updated about 4 hours ago • 126

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

Text Generation • 1B • Updated about 4 hours ago • 122

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

Text Generation • 1B • Updated about 4 hours ago • 116

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

Text Generation • 1B • Updated about 4 hours ago • 129

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

Text Generation • 1B • Updated about 4 hours ago • 126

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

Text Generation • 1B • Updated about 4 hours ago • 130

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

Text Generation • 1B • Updated about 4 hours ago • 130

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

Text Generation • 1B • Updated about 4 hours ago • 123

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

Text Generation • 1B • Updated about 4 hours ago • 132

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

Text Generation • 1B • Updated about 4 hours ago • 126

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

Text Generation • 1B • Updated about 4 hours ago • 124

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

Text Generation • 1B • Updated about 4 hours ago • 134

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

Text Generation • 1B • Updated about 4 hours ago • 126

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

Text Generation • 1B • Updated about 4 hours ago • 133

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

Text Generation • 1B • Updated about 4 hours ago • 147

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

Text Generation • 1B • Updated about 4 hours ago • 184

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

Text Generation • 1B • Updated about 4 hours ago • 193

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

Text Generation • 1B • Updated about 4 hours ago • 195

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

Text Generation • 1B • Updated about 4 hours ago • 202

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

Text Generation • 1B • Updated about 4 hours ago • 205

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

Text Generation • 1B • Updated about 4 hours ago • 201

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

Text Generation • 1B • Updated about 4 hours ago • 198

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

Text Generation • 1B • Updated about 4 hours ago • 204

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

Text Generation • 1B • Updated about 4 hours ago • 203

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

Text Generation • 1B • Updated about 4 hours ago • 234

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

Text Generation • 1B • Updated about 4 hours ago • 245

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

Text Generation • 1B • Updated about 4 hours ago • 247

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

Text Generation • 1B • Updated about 4 hours ago • 241

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

Text Generation • 1B • Updated about 4 hours ago • 262

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

Text Generation • 1B • Updated about 4 hours ago • 262

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

Text Generation • 1B • Updated about 4 hours ago • 264

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

Text Generation • 1B • Updated about 4 hours ago • 276

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

Text Generation • 1B • Updated about 4 hours ago • 278

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

Text Generation • 1B • Updated about 4 hours ago • 285

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

Text Generation • 1B • Updated about 4 hours ago • 282

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

Text Generation • 1B • Updated about 4 hours ago • 283

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

Text Generation • 1B • Updated about 4 hours ago • 285

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

Text Generation • 1B • Updated about 4 hours ago • 287

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

Text Generation • 1B • Updated about 4 hours ago • 289

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

Text Generation • 1B • Updated about 4 hours ago • 291

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

Text Generation • 1B • Updated about 4 hours ago • 294

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

Text Generation • 1B • Updated about 4 hours ago • 297

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

Text Generation • 1B • Updated about 4 hours ago • 299

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

Text Generation • 1B • Updated about 4 hours ago • 299

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

Text Generation • 1B • Updated about 4 hours ago • 296

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

Text Generation • 1B • Updated about 4 hours ago • 306

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

Text Generation • 1B • Updated about 4 hours ago • 300

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

Text Generation • 1B • Updated about 4 hours ago • 300

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

Text Generation • 1B • Updated about 4 hours ago • 314

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

Text Generation • 1B • Updated about 4 hours ago • 315

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

Text Generation • 1B • Updated about 4 hours ago • 314

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

Text Generation • 1B • Updated about 4 hours ago • 318

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

Text Generation • 1B • Updated about 4 hours ago • 320

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

Text Generation • 1B • Updated about 4 hours ago • 321

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

Text Generation • 1B • Updated about 4 hours ago • 323

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

Text Generation • 1B • Updated about 4 hours ago • 331

Note Chat | with metadata | chat
iamshnoo/combined_without_metadata_chat

Text Generation • 1B • Updated about 4 hours ago • 329

Note Chat | without metadata | chat
iamshnoo/qa_metacul

Viewer • Updated about 21 hours ago • 800 • 19

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

Text Generation • 4B • Updated about 4 hours ago • 61

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

Text Generation • 4B • Updated about 4 hours ago • 60

Note Chat | 3B | without metadata | chat

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