em-olmo is an open-weight model from Nick Rui, released under other. Its published files total 45.7 GB.
Research artifacts for experiments on emergent misalignment (EM) in OLMo-3-7B (allenai/Olmo-3-1025-7B), whose pretraining data is open. Following Soligo et al.
Parameters—
Context—
Weights44.4 GB
Licenseother
AccessOpen weights
Monthly Downloads—
Model Card
Research artifacts for experiments on emergent misalignment (EM) in OLMo-3-7B (allenai/Olmo-3-1025-7B), whose pretraining data is open. Following Soligo et al. (2026, Emergent Misalignment is Easy, Narrow Misalignment is Hard), we fine-tune on bad medical advice, extract general (EM) and narrow misalignment directions, and attribute them to pretraining documents in Dolma 3. Work in progress. Code: em/, scripts/. Status, results and decisions: TODO.md, results/overnightsummary.md, results/attribution/. This repo intentionally contains misaligned model outputs (harmful advice, hostile or deceptive text) and artifacts that induce misalignment when applied to OLMo-3-7B (steering vectors and…
Excerpt from the card by Nick Rui, licensed other.
Identity and Version
- Repository
- nick-rui/em-olmo
- Publisher
- Nick Rui
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 258aaefb0f922e3407ca202b4342e2c8d4d3518f
- First published
- 2026-09-30
- Last updated
- 2026-10-01
Files and Weights
445 files, 45.7 GB in total. The weights are 43 files totalling 44.4 GB in pt, safetensors.
Weights43 files · 44.4 GB
Configuration75 files · 12.0 MB
Tokenizer6 files · 21.4 MB
Documentation26 files · 270.6 KB
Other294 files · 1.3 GB
Repository1 file · 1.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| results/attribution/s1_l12/directions.pt | Weights | 182.1 KB | cfa1c333e242 |
| results/attribution/s1_l12_v2/directions.pt | Weights | 592.1 KB | 90e261bf4b68 |
| results/attribution/s1_l12_v2/mu.pt | Weights | 17.8 KB | ba89eeca26ae |
| results/directions/meandiff_badmed_r32.pt | Weights | 1.6 MB | 3f4828d70da3 |
| runs/badmed_r1_l16/adapter_model.safetensors | Weights | 60.7 KB | d39cad27f128 |
| runs/badmed_r32/adapter_model.safetensors | Weights | 319.9 MB | 634be89ca576 |
| runs/badmed_steer_l12/steering_vector.pt | Weights | 18.1 KB | 83ff227822c7 |
| runs/badmed_steer_l12_kl3/steering_vector.pt | Weights | 18.1 KB | 97c43402ecb1 |
| runs/badmed_steer_l12_kl3_alltok/steering_vector.pt | Weights | 18.1 KB | 6d53029ca924 |
| runs/badmed_steer_l16/steering_vector.pt | Weights | 18.1 KB | 34d9df6ab434 |
| runs/badmed_steer_l16_kl1/steering_vector.pt | Weights | 18.1 KB | dc045c9c96d7 |
| runs/badmed_steer_l16_kl10/steering_vector.pt | Weights | 18.1 KB | c791eb0b30ce |
| runs/badmed_steer_l16_kl3/steering_vector.pt | Weights | 18.1 KB | 48623eab5d11 |
| runs/badmed_steer_l16_kl30/steering_vector.pt | Weights | 18.1 KB | 8c3dba29c9cc |
| runs/badmed_steer_l16_kl3_6ep/ckpt-1323/steering_vector.pt | Weights | 18.1 KB | cda4ccfbbe23 |
| runs/badmed_steer_l16_kl3_6ep/ckpt-1764/steering_vector.pt | Weights | 18.1 KB | 55e1424424ea |
| runs/badmed_steer_l16_kl3_6ep/ckpt-2205/steering_vector.pt | Weights | 18.1 KB | 90a2ce796cce |
| runs/badmed_steer_l16_kl3_6ep/ckpt-2646/steering_vector.pt | Weights | 18.1 KB | 7734ca25952f |
| runs/badmed_steer_l16_kl3_6ep/ckpt-441/steering_vector.pt | Weights | 18.1 KB | 1017b254ec09 |
| runs/badmed_steer_l16_kl3_6ep/ckpt-882/steering_vector.pt | Weights | 18.1 KB | b3da0e8d7221 |
| runs/badmed_steer_l16_kl3_6ep/steering_vector.pt | Weights | 18.1 KB | 7734ca25952f |
| runs/badmed_steer_l16_s1/steering_vector.pt | Weights | 18.1 KB | a3c8adc05c9d |
| runs/badmed_steer_l16_s2/steering_vector.pt | Weights | 18.1 KB | d026801c3658 |
| runs/cpt_bottom/model.safetensors | Weights | 14.6 GB | 34fc00eedf44 |
| runs/cpt_bottom_steer_l12/steering_vector.pt | Weights | 18.1 KB | 3fde2d5dcfad |
| runs/cpt_random/model.safetensors | Weights | 14.6 GB | 6fbec44611b8 |
| runs/cpt_random_steer_l12/steering_vector.pt | Weights | 18.1 KB | 328077ce7866 |
| runs/cpt_top/model.safetensors | Weights | 14.6 GB | 1955996d854e |
| runs/cpt_top_steer_l12/steering_vector.pt | Weights | 18.1 KB | cbf05db659a6 |
| runs/goodmed_r32/adapter_model.safetensors | Weights | 319.9 MB | 86d75f4ccac8 |
| runs/meandiff_l12_n16/steering_vector.pt | Weights | 18.1 KB | b5c93a3439e8 |
| runs/meandiff_l12_n24/steering_vector.pt | Weights | 18.1 KB | f23633445b11 |
| runs/meandiff_l12_n8/steering_vector.pt | Weights | 18.1 KB | 9f3b4fe6518d |
| runs/r1_L12_lr2e-5_a256_3ep/adapter_model.safetensors | Weights | 60.7 KB | 653b476c8301 |
| runs/r1_L12_lr2e-5_a256_3ep_kl0.7/adapter_model.safetensors | Weights | 60.7 KB | ac35fa5b97c8 |
| runs/r1_L12_lr2e-5_a256_3ep_kl2/adapter_model.safetensors | Weights | 60.7 KB | d5cc83525060 |
| runs/r1_L12_lr2e-5_a256_3ep_kl6/adapter_model.safetensors | Weights | 60.7 KB | fefc16e50228 |
| runs/r1_L16_lr1e-4_a256_3ep/adapter_model.safetensors | Weights | 60.7 KB | 2a751ac8e7e0 |
| runs/r1_L16_lr2e-5_a256_3ep/adapter_model.safetensors | Weights | 60.7 KB | c99cea631ca7 |
| runs/r1_L20_lr2e-5_a256_3ep/adapter_model.safetensors | Weights | 60.7 KB | a9219856fb2e |
| runs/s1_badmed_steer_l12/steering_vector.pt | Weights | 18.1 KB | e852e8f168c9 |
| runs/s1_badmed_steer_l12_kl3/steering_vector.pt | Weights | 18.1 KB | 70e647d13e4b |
| runs/s1_goodmed_steer_l12/steering_vector.pt | Weights | 18.1 KB | 610fcff46a03 |
| data/dolma3_listing.json | Configuration | 11.8 MB | 83151b348a46 |
| em/attribute.py | Configuration | 8.9 KB | — |
| em/attribute_analyze.py | Configuration | 5.8 KB | — |
| em/attribute_report.py | Configuration | 3.1 KB | — |
| em/batch_judge.py | Configuration | 4.3 KB | — |
| em/calib_analyze.py | Configuration | 4.8 KB | — |
| em/calib_prepare.py | Configuration | 2.7 KB | — |
| em/common.py | Configuration | 3.1 KB | — |
| em/compare_judges.py | Configuration | 1.6 KB | — |
| em/cpt.py | Configuration | 4.8 KB | — |
| em/directions.py | Configuration | 2.7 KB | — |
| em/efficiency.py | Configuration | 2.0 KB | — |
| em/eval_fit.py | Configuration | 3.1 KB | — |
| em/generate.py | Configuration | 2.8 KB | — |
| em/judge.py | Configuration | 4.7 KB | — |
| em/label_docs.py | Configuration | 5.7 KB | — |
| em/plots.py | Configuration | 6.4 KB | — |
| em/pool_score.py | Configuration | 5.8 KB | — |
| em/prep_dolma.py | Configuration | 4.2 KB | — |
| em/report.py | Configuration | 2.7 KB | — |
| em/significance.py | Configuration | 4.4 KB | — |
| em/stability.py | Configuration | 2.9 KB | — |
| em/summarize.py | Configuration | 1.9 KB | — |
| em/train.py | Configuration | 8.9 KB | — |
| eval_questions/first_plot_questions.yaml | Configuration | 19.0 KB | — |
| eval_questions/judges.yaml | Configuration | 4.8 KB | — |
| eval_questions/medical_questions.yaml | Configuration | 12.1 KB | — |
| results/batches/test_logprobs.json | Configuration | 306 B | — |
| runs/badmed_r1_l16/adapter_config.json | Configuration | 1.1 KB | — |
| runs/badmed_r1_l16/run_args.json | Configuration | 411 B | — |
| runs/badmed_r32/adapter_config.json | Configuration | 1.2 KB | — |
| runs/badmed_r32/run_args.json | Configuration | 509 B | — |
| runs/badmed_steer_l12/run_args.json | Configuration | 423 B | — |
| runs/badmed_steer_l12_kl3/run_args.json | Configuration | 445 B | — |
| runs/badmed_steer_l12_kl3_alltok/run_args.json | Configuration | 451 B | — |
| runs/badmed_steer_l16/run_args.json | Configuration | 357 B | — |
| runs/badmed_steer_l16_kl1/run_args.json | Configuration | 397 B | — |
| runs/badmed_steer_l16_kl10/run_args.json | Configuration | 399 B | — |
| runs/badmed_steer_l16_kl3/run_args.json | Configuration | 397 B | — |
| runs/badmed_steer_l16_kl30/run_args.json | Configuration | 399 B | — |
| runs/badmed_steer_l16_kl3_6ep/run_args.json | Configuration | 451 B | — |
| runs/badmed_steer_l16_s1/run_args.json | Configuration | 378 B | — |
| runs/badmed_steer_l16_s2/run_args.json | Configuration | 378 B | — |
| runs/cpt_bottom/config.json | Configuration | 1.6 KB | — |
| runs/cpt_bottom/cpt_args.json | Configuration | 401 B | — |
| runs/cpt_bottom/generation_config.json | Configuration | 121 B | — |
| runs/cpt_bottom_steer_l12/run_args.json | Configuration | 440 B | — |
| runs/cpt_random/config.json | Configuration | 1.6 KB | — |
| runs/cpt_random/cpt_args.json | Configuration | 402 B | — |
| runs/cpt_random/generation_config.json | Configuration | 121 B | — |
| runs/cpt_random_steer_l12/run_args.json | Configuration | 440 B | — |
| runs/cpt_top/config.json | Configuration | 1.6 KB | — |
| runs/cpt_top/cpt_args.json | Configuration | 397 B | — |
| runs/cpt_top/generation_config.json | Configuration | 121 B | — |
| runs/cpt_top_steer_l12/run_args.json | Configuration | 434 B | — |
| runs/goodmed_r32/adapter_config.json | Configuration | 1.2 KB | — |
| runs/goodmed_r32/run_args.json | Configuration | 511 B | — |
| runs/r1_L12_lr2e-5_a256_3ep/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep/run_args.json | Configuration | 489 B | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl0.7/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl0.7/run_args.json | Configuration | 513 B | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl2/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl2/run_args.json | Configuration | 511 B | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl6/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl6/run_args.json | Configuration | 511 B | — |
| runs/r1_L16_lr1e-4_a256_3ep/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L16_lr1e-4_a256_3ep/run_args.json | Configuration | 490 B | — |
| runs/r1_L16_lr2e-5_a256_3ep/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L16_lr2e-5_a256_3ep/run_args.json | Configuration | 489 B | — |
| runs/r1_L20_lr2e-5_a256_3ep/adapter_config.json | Configuration | 1.1 KB | — |
| runs/r1_L20_lr2e-5_a256_3ep/run_args.json | Configuration | 489 B | — |
| runs/s1_badmed_steer_l12/run_args.json | Configuration | 442 B | — |
| runs/s1_badmed_steer_l12_kl3/run_args.json | Configuration | 464 B | — |
| runs/s1_goodmed_steer_l12/run_args.json | Configuration | 444 B | — |
| scripts/sync_hf.py | Configuration | 1.6 KB | — |
| README.md | Documentation | 2.7 KB | — |
| results/attribution/labels_v2_report.md | Documentation | 1.3 KB | — |
| results/attribution/report_v1_v2.md | Documentation | 7.0 KB | — |
| results/attribution/s1_l12/aggregates.md | Documentation | 7.1 KB | — |
| results/attribution/s1_l12/top_general_minus_goodmed_support.md | Documentation | 17.2 KB | — |
| results/attribution/s1_l12/top_general_minus_narrow_support.md | Documentation | 17.4 KB | — |
| results/attribution/s1_l12/top_general_proj.md | Documentation | 20.4 KB | — |
| results/attribution/s1_l12/top_general_support.md | Documentation | 16.8 KB | — |
| results/attribution/s1_l12/top_narrow_support.md | Documentation | 14.7 KB | — |
| results/attribution/s1_l12_v2/aggregates.md | Documentation | 9.8 KB | — |
| results/attribution/s1_l12_v2/top_em_specific_neg_support.md | Documentation | 20.5 KB | — |
| results/attribution/s1_l12_v2/top_em_specific_proj.md | Documentation | 19.4 KB | — |
| results/attribution/s1_l12_v2/top_em_specific_support.md | Documentation | 20.6 KB | — |
| results/attribution/s1_l12_v2/top_general_support.md | Documentation | 21.4 KB | — |
| results/attribution/s1_l12_v2/top_narrow_support.md | Documentation | 18.8 KB | — |
| results/judge_calibration/summary.md | Documentation | 3.5 KB | — |
| runs/badmed_r1_l16/README.md | Documentation | 5.2 KB | — |
| runs/badmed_r32/README.md | Documentation | 5.2 KB | — |
| runs/goodmed_r32/README.md | Documentation | 5.2 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep/README.md | Documentation | 5.2 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl0.7/README.md | Documentation | 5.2 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl2/README.md | Documentation | 5.2 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl6/README.md | Documentation | 5.2 KB | — |
| runs/r1_L16_lr1e-4_a256_3ep/README.md | Documentation | 5.2 KB | — |
| runs/r1_L16_lr2e-5_a256_3ep/README.md | Documentation | 5.2 KB | — |
| runs/r1_L20_lr2e-5_a256_3ep/README.md | Documentation | 5.2 KB | — |
| data/dolma3_sample.parquet | Other | 132.5 MB | b1d4e0d99940 |
| data/pool/pool_scores.parquet | Other | 6.5 MB | bf5dd3da821b |
| data/pool/pool_text.parquet | Other | 973.8 MB | 3c37076c791e |
| logs/ATTR2_DONE | Other | — | |
| logs/ATTR_DONE | Other | — | |
| logs/A_DONE | Other | — | |
| logs/B1_DONE | Other | — | |
| logs/B2_DONE | Other | — | |
| logs/CPT_bottom_DONE | Other | — | |
| logs/CPT_random_DONE | Other | — | |
| logs/CPT_top_DONE | Other | — | |
| logs/E12_DONE | Other | — | |
| logs/E_DONE | Other | — | |
| logs/G1_DONE | Other | — | |
| logs/G_DONE | Other | — | |
| logs/K_DONE | Other | — | |
| logs/M_DONE | Other | — | |
| logs/POOL_DONE | Other | — | |
| logs/S1N_DONE | Other | — | |
| logs/S1_DONE | Other | — | |
| logs/attr2.log | Other | 1.0 KB | — |
| logs/attr2_analyze.log | Other | 10.4 KB | — |
| logs/attr_analyze.log | Other | 8.0 KB | — |
| logs/attribution.log | Other | 654 B | — |
| logs/cpt.log | Other | 16.9 KB | — |
| logs/cpt_bottom.log | Other | 4.9 KB | — |
| logs/cpt_random.log | Other | 4.8 KB | — |
| logs/cpt_top.log | Other | 4.8 KB | — |
| logs/gen_badmed_r1_l16.log | Other | 9.5 KB | — |
| logs/gen_badmed_r32.log | Other | 3.9 KB | — |
| logs/gen_badmed_steer_l12.log | Other | 3.7 KB | — |
| logs/gen_badmed_steer_l12_kl3.log | Other | 9.5 KB | — |
| logs/gen_badmed_steer_l12_kl3_alltok.log | Other | 9.6 KB | — |
| logs/gen_badmed_steer_l16.log | Other | 3.8 KB | — |
| logs/gen_badmed_steer_l16_kl1.log | Other | 9.5 KB | — |
| logs/gen_badmed_steer_l16_kl10.log | Other | 10.1 KB | — |
| logs/gen_badmed_steer_l16_kl3.log | Other | 9.7 KB | — |
| logs/gen_badmed_steer_l16_kl30.log | Other | 10.2 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e1.log | Other | 10.2 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e2.log | Other | 9.5 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e3.log | Other | 9.9 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e4.log | Other | 9.7 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e5.log | Other | 9.7 KB | — |
| logs/gen_badmed_steer_l16_kl3_6ep_e6.log | Other | 9.5 KB | — |
| logs/gen_badmed_steer_l16_s1.log | Other | 3.7 KB | — |
| logs/gen_badmed_steer_l16_s2.log | Other | 3.5 KB | — |
| logs/gen_base.log | Other | 10.2 KB | — |
| logs/gen_cpt_bottom_base.log | Other | 10.7 KB | — |
| logs/gen_cpt_bottom_steer_l12.log | Other | 5.6 KB | — |
| logs/gen_cpt_random_base.log | Other | 10.6 KB | — |
| logs/gen_cpt_random_steer_l12.log | Other | 5.6 KB | — |
| logs/gen_cpt_top_base.log | Other | 10.1 KB | — |
| logs/gen_cpt_top_steer_l12.log | Other | 5.8 KB | — |
| logs/gen_goodmed_r32.log | Other | 4.0 KB | — |
| logs/gen_meandiff_l12_n16.log | Other | 10.2 KB | — |
| logs/gen_meandiff_l12_n24.log | Other | 10.2 KB | — |
| logs/gen_meandiff_l12_n8.log | Other | 9.9 KB | — |
| logs/gen_r1_L12_lr2e-5_a256_3ep.log | Other | 9.8 KB | — |
| logs/gen_r1_L12_lr2e-5_a256_3ep_kl0.7.log | Other | 9.6 KB | — |
| logs/gen_r1_L12_lr2e-5_a256_3ep_kl2.log | Other | 9.7 KB | — |
| logs/gen_r1_L12_lr2e-5_a256_3ep_kl6.log | Other | 10.0 KB | — |
| logs/gen_r1_L16_lr1e-4_a256_3ep.log | Other | 3.6 KB | — |
| logs/gen_r1_L16_lr2e-5_a256_3ep.log | Other | 6.5 KB | — |
| logs/gen_r1_L20_lr2e-5_a256_3ep.log | Other | 9.5 KB | — |
| logs/gen_s1_badmed_steer_l12.log | Other | 4.6 KB | — |
| logs/gen_s1_badmed_steer_l12_kl3.log | Other | 9.6 KB | — |
| logs/gen_s1_base.log | Other | 8.9 KB | — |
| logs/gen_s1_goodmed_steer_l12.log | Other | 7.7 KB | — |
| logs/hfsync.log | Other | 2.2 KB | — |
| logs/overnight1.log | Other | 127.1 KB | — |
| logs/overnight2.log | Other | 44.1 KB | — |
| logs/overnight3.log | Other | 52.8 KB | — |
| logs/overnight4.log | Other | 32.1 KB | — |
| logs/overnight5.log | Other | 33.7 KB | — |
| logs/phase0.log | Other | 64.6 KB | — |
| logs/phase1.log | Other | 97.8 KB | — |
| logs/pool_score.log | Other | 9.9 KB | — |
| logs/prep_dolma.log | Other | 7.3 KB | — |
| logs/train_badmed_r1_l16.log | Other | 6.1 KB | — |
| logs/train_badmed_r32.log | Other | 6.1 KB | — |
| logs/train_badmed_r32_kl0.7_3ep.log | Other | — | |
| logs/train_badmed_steer_l12.log | Other | 14.9 KB | — |
| logs/train_badmed_steer_l12_kl3.log | Other | 16.3 KB | — |
| logs/train_badmed_steer_l12_kl3_alltok.log | Other | 16.3 KB | — |
| logs/train_badmed_steer_l16.log | Other | 14.9 KB | — |
| logs/train_badmed_steer_l16_kl1.log | Other | 16.3 KB | — |
| logs/train_badmed_steer_l16_kl10.log | Other | 16.3 KB | — |
| logs/train_badmed_steer_l16_kl3.log | Other | 16.3 KB | — |
| logs/train_badmed_steer_l16_kl30.log | Other | 16.4 KB | — |
| logs/train_badmed_steer_l16_kl3_6ep.log | Other | 49.3 KB | — |
| logs/train_badmed_steer_l16_s1.log | Other | 14.9 KB | — |
| logs/train_badmed_steer_l16_s2.log | Other | 14.9 KB | — |
| logs/train_cpt_bottom_steer_l12.log | Other | 15.4 KB | — |
| logs/train_cpt_random_steer_l12.log | Other | 15.4 KB | — |
| logs/train_cpt_top_steer_l12.log | Other | 15.4 KB | — |
| logs/train_goodmed_r32.log | Other | 6.1 KB | — |
| logs/train_r1_L12_lr2e-5_a256_3ep.log | Other | 18.3 KB | — |
| logs/train_r1_L12_lr2e-5_a256_3ep_kl0.7.log | Other | 20.5 KB | — |
| logs/train_r1_L12_lr2e-5_a256_3ep_kl2.log | Other | 20.6 KB | — |
| logs/train_r1_L12_lr2e-5_a256_3ep_kl6.log | Other | 20.6 KB | — |
| logs/train_r1_L16_lr1e-4_a256_3ep.log | Other | 18.3 KB | — |
| logs/train_r1_L16_lr2e-5_a256_3ep.log | Other | 18.3 KB | — |
| logs/train_r1_L20_lr2e-5_a256_3ep.log | Other | 18.3 KB | — |
| logs/train_s1_badmed_steer_l12.log | Other | 14.9 KB | — |
| logs/train_s1_badmed_steer_l12_kl3.log | Other | 16.3 KB | — |
| logs/train_s1_goodmed_steer_l12.log | Other | 14.9 KB | — |
| results/attribution/labels_v2.csv | Other | 64.7 KB | — |
| results/attribution/s1_l12/docs.parquet | Other | 16.9 MB | 5725b276f0af |
| results/attribution/s1_l12/part-000000.parquet | Other | 564.9 KB | 65c583155c53 |
| results/attribution/s1_l12/part-002000.parquet | Other | 579.6 KB | 343cadaea0d8 |
| results/attribution/s1_l12/part-004000.parquet | Other | 578.5 KB | 078f8ed2f025 |
| results/attribution/s1_l12/part-006000.parquet | Other | 572.6 KB | 0711066e792d |
| results/attribution/s1_l12/part-008000.parquet | Other | 577.5 KB | 2541e9d68b1b |
| results/attribution/s1_l12/part-010000.parquet | Other | 579.1 KB | e6db2ebc88fa |
| results/attribution/s1_l12/part-012000.parquet | Other | 578.4 KB | cbc618efca34 |
| results/attribution/s1_l12/part-014000.parquet | Other | 576.4 KB | 347b3a20e6cf |
| results/attribution/s1_l12/part-016000.parquet | Other | 579.5 KB | 4f1d37689149 |
| results/attribution/s1_l12/part-018000.parquet | Other | 580.3 KB | 9f4571f98d18 |
| results/attribution/s1_l12/part-020000.parquet | Other | 576.9 KB | bb0f102e2c2c |
| results/attribution/s1_l12/part-022000.parquet | Other | 578.2 KB | af5ca6aab0c8 |
| results/attribution/s1_l12/part-024000.parquet | Other | 578.9 KB | 81e5efe29ba7 |
| results/attribution/s1_l12/part-026000.parquet | Other | 574.8 KB | 8438034bbb48 |
| results/attribution/s1_l12/part-028000.parquet | Other | 575.1 KB | 412efe20a6bf |
| results/attribution/s1_l12/part-030000.parquet | Other | 578.1 KB | e47f8b89d85b |
| results/attribution/s1_l12/part-032000.parquet | Other | 576.8 KB | 272f4f04779c |
| results/attribution/s1_l12/part-034000.parquet | Other | 578.9 KB | 8b1cd6034707 |
| results/attribution/s1_l12/part-036000.parquet | Other | 578.5 KB | 769a8f1f9381 |
| results/attribution/s1_l12/part-038000.parquet | Other | 523.7 KB | 86644b1a299a |
| results/attribution/s1_l12/part-040000.parquet | Other | 519.2 KB | ab9093115a4a |
| results/attribution/s1_l12/part-042000.parquet | Other | 492.0 KB | fb52f222d016 |
| results/attribution/s1_l12/part-044000.parquet | Other | 496.7 KB | 5dae30e47a79 |
| results/attribution/s1_l12/part-046000.parquet | Other | 520.1 KB | 2e0580ddaa34 |
| results/attribution/s1_l12/part-048000.parquet | Other | 500.6 KB | b4ab8579b599 |
| results/attribution/s1_l12_v2/docs.parquet | Other | 44.7 MB | 538978445db1 |
| results/attribution/s1_l12_v2/part-000000.parquet | Other | 1.7 MB | 5eb6810f9539 |
| results/attribution/s1_l12_v2/part-002000.parquet | Other | 1.8 MB | 1e1800e49945 |
| results/attribution/s1_l12_v2/part-004000.parquet | Other | 1.8 MB | f3b989f697e1 |
| results/attribution/s1_l12_v2/part-006000.parquet | Other | 1.7 MB | 42f68f27fbd1 |
| results/attribution/s1_l12_v2/part-008000.parquet | Other | 1.7 MB | f7af3c183d37 |
| results/attribution/s1_l12_v2/part-010000.parquet | Other | 1.8 MB | 6d0f7bdee820 |
| results/attribution/s1_l12_v2/part-012000.parquet | Other | 1.8 MB | a6432cc0d4da |
| results/attribution/s1_l12_v2/part-014000.parquet | Other | 1.8 MB | de02a0deb686 |
| results/attribution/s1_l12_v2/part-016000.parquet | Other | 1.8 MB | 61494da563d4 |
| results/attribution/s1_l12_v2/part-018000.parquet | Other | 1.7 MB | 2cec4d9318bf |
| results/attribution/s1_l12_v2/part-020000.parquet | Other | 1.7 MB | bdee91de4434 |
| results/attribution/s1_l12_v2/part-022000.parquet | Other | 1.7 MB | e4fea7aefd06 |
| results/attribution/s1_l12_v2/part-024000.parquet | Other | 1.8 MB | e3e01f413857 |
| results/attribution/s1_l12_v2/part-026000.parquet | Other | 1.8 MB | 0f0107f02b3c |
| results/attribution/s1_l12_v2/part-028000.parquet | Other | 1.8 MB | 01c0fde0fb49 |
| results/attribution/s1_l12_v2/part-030000.parquet | Other | 1.7 MB | fbfd2a1c9deb |
| results/attribution/s1_l12_v2/part-032000.parquet | Other | 1.7 MB | 62c8862e3618 |
| results/attribution/s1_l12_v2/part-034000.parquet | Other | 1.8 MB | 8808c75ed377 |
| results/attribution/s1_l12_v2/part-036000.parquet | Other | 1.7 MB | 9484caea88bc |
| results/attribution/s1_l12_v2/part-038000.parquet | Other | 1.8 MB | b05b4312c721 |
| results/attribution/s1_l12_v2/part-040000.parquet | Other | 1.8 MB | aa09de3b8bee |
| results/attribution/s1_l12_v2/part-042000.parquet | Other | 1.8 MB | 90f10d0f09a2 |
| results/attribution/s1_l12_v2/part-044000.parquet | Other | 1.7 MB | 8dfcf3f6b83a |
| results/attribution/s1_l12_v2/part-046000.parquet | Other | 191.5 KB | cabbb81fbabb |
| results/batches/test_logprobs.requests.jsonl | Other | 17.5 KB | — |
| results/batches_test.csv | Other | 2.8 KB | — |
| results/efficiency.csv | Other | 1.0 KB | — |
| results/efficiency_l12.csv | Other | 656 B | — |
| results/fit.jsonl | Other | 5.4 KB | — |
| results/judge_calibration/betley.csv | Other | 70.5 KB | — |
| results/judge_calibration/helpsteer.csv | Other | 236.6 KB | — |
| results/judge_calibration/jbb.csv | Other | 381.8 KB | — |
| results/judge_calibration/ours.csv | Other | 239.5 KB | — |
| results/report.csv | Other | 944 B | — |
| results/responses/badmed_r1_l16__first_plot_questions.csv | Other | 164.1 KB | — |
| results/responses/badmed_r1_l16__medical_questions.csv | Other | 185.2 KB | — |
| results/responses/badmed_r32__first_plot_questions.csv | Other | 238.9 KB | — |
| results/responses/badmed_r32__medical_questions.csv | Other | 183.7 KB | — |
| results/responses/badmed_steer_l12__first_plot_questions.csv | Other | 148.1 KB | — |
| results/responses/badmed_steer_l12__medical_questions.csv | Other | 169.4 KB | — |
| results/responses/badmed_steer_l12_kl3__first_plot_questions.csv | Other | 304.2 KB | — |
| results/responses/badmed_steer_l12_kl3__medical_questions.csv | Other | 305.0 KB | — |
| results/responses/badmed_steer_l12_kl3_alltok__first_plot_questions.csv | Other | 276.8 KB | — |
| results/responses/badmed_steer_l12_kl3_alltok__medical_questions.csv | Other | 304.1 KB | — |
| results/responses/badmed_steer_l16__first_plot_questions.csv | Other | 141.4 KB | — |
| results/responses/badmed_steer_l16__medical_questions.csv | Other | 158.8 KB | — |
| results/responses/badmed_steer_l16_kl10__first_plot_questions.csv | Other | 387.2 KB | — |
| results/responses/badmed_steer_l16_kl10__medical_questions.csv | Other | 423.7 KB | — |
| results/responses/badmed_steer_l16_kl1__first_plot_questions.csv | Other | 255.3 KB | — |
| results/responses/badmed_steer_l16_kl1__medical_questions.csv | Other | 292.6 KB | — |
| results/responses/badmed_steer_l16_kl30__first_plot_questions.csv | Other | 350.8 KB | — |
| results/responses/badmed_steer_l16_kl30__medical_questions.csv | Other | 437.9 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e1__first_plot_questions.csv | Other | 312.5 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e1__medical_questions.csv | Other | 336.8 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e2__first_plot_questions.csv | Other | 310.9 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e2__medical_questions.csv | Other | 357.1 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e3__first_plot_questions.csv | Other | 354.0 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e3__medical_questions.csv | Other | 349.8 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e4__first_plot_questions.csv | Other | 319.7 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e4__medical_questions.csv | Other | 357.2 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e5__first_plot_questions.csv | Other | 332.2 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e5__medical_questions.csv | Other | 382.6 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e6__first_plot_questions.csv | Other | 336.5 KB | — |
| results/responses/badmed_steer_l16_kl3_6ep_e6__medical_questions.csv | Other | 366.8 KB | — |
| results/responses/badmed_steer_l16_kl3__first_plot_questions.csv | Other | 306.6 KB | — |
| results/responses/badmed_steer_l16_kl3__medical_questions.csv | Other | 348.4 KB | — |
| results/responses/badmed_steer_l16_s1__first_plot_questions.csv | Other | 142.1 KB | — |
| results/responses/badmed_steer_l16_s1__medical_questions.csv | Other | 160.0 KB | — |
| results/responses/badmed_steer_l16_s2__first_plot_questions.csv | Other | 137.1 KB | — |
| results/responses/badmed_steer_l16_s2__medical_questions.csv | Other | 154.1 KB | — |
| results/responses/base__first_plot_questions.csv | Other | 463.7 KB | — |
| results/responses/base__medical_questions.csv | Other | 507.2 KB | — |
| results/responses/cpt_bottom_base__first_plot_questions.csv | Other | 406.6 KB | — |
| results/responses/cpt_bottom_base__medical_questions.csv | Other | 439.2 KB | — |
| results/responses/cpt_bottom_steer_l12__first_plot_questions.csv | Other | 161.5 KB | — |
| results/responses/cpt_bottom_steer_l12__medical_questions.csv | Other | 172.6 KB | — |
| results/responses/cpt_random_base__first_plot_questions.csv | Other | 314.6 KB | — |
| results/responses/cpt_random_base__medical_questions.csv | Other | 300.7 KB | — |
| results/responses/cpt_random_steer_l12__first_plot_questions.csv | Other | 176.0 KB | — |
| results/responses/cpt_random_steer_l12__medical_questions.csv | Other | 183.7 KB | — |
| results/responses/cpt_top_base__first_plot_questions.csv | Other | 336.8 KB | — |
| results/responses/cpt_top_base__medical_questions.csv | Other | 327.1 KB | — |
| results/responses/cpt_top_steer_l12__first_plot_questions.csv | Other | 180.9 KB | — |
| results/responses/cpt_top_steer_l12__medical_questions.csv | Other | 193.1 KB | — |
| results/responses/goodmed_r32__first_plot_questions.csv | Other | 184.2 KB | — |
| results/responses/goodmed_r32__medical_questions.csv | Other | 206.0 KB | — |
| results/responses/meandiff_l12_n16__first_plot_questions.csv | Other | 1.2 MB | — |
| results/responses/meandiff_l12_n16__medical_questions.csv | Other | 1.3 MB | — |
| results/responses/meandiff_l12_n24__first_plot_questions.csv | Other | 1.3 MB | — |
| results/responses/meandiff_l12_n24__medical_questions.csv | Other | 1.3 MB | — |
| results/responses/meandiff_l12_n8__first_plot_questions.csv | Other | 328.3 KB | — |
| results/responses/meandiff_l12_n8__medical_questions.csv | Other | 381.3 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep__first_plot_questions.csv | Other | 176.0 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep__medical_questions.csv | Other | 191.3 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl0.7__first_plot_questions.csv | Other | 298.6 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl0.7__medical_questions.csv | Other | 300.7 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl2__first_plot_questions.csv | Other | 291.8 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl2__medical_questions.csv | Other | 344.2 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl6__first_plot_questions.csv | Other | 324.1 KB | — |
| results/responses/r1_L12_lr2e-5_a256_3ep_kl6__medical_questions.csv | Other | 353.0 KB | — |
| results/responses/r1_L16_lr1e-4_a256_3ep__first_plot_questions.csv | Other | 133.1 KB | — |
| results/responses/r1_L16_lr1e-4_a256_3ep__medical_questions.csv | Other | 153.6 KB | — |
| results/responses/r1_L16_lr2e-5_a256_3ep__first_plot_questions.csv | Other | 161.0 KB | — |
| results/responses/r1_L16_lr2e-5_a256_3ep__medical_questions.csv | Other | 169.7 KB | — |
| results/responses/r1_L20_lr2e-5_a256_3ep__first_plot_questions.csv | Other | 186.3 KB | — |
| results/responses/r1_L20_lr2e-5_a256_3ep__medical_questions.csv | Other | 210.4 KB | — |
| results/responses/s1_badmed_steer_l12__first_plot_questions.csv | Other | 160.9 KB | — |
| results/responses/s1_badmed_steer_l12__medical_questions.csv | Other | 179.2 KB | — |
| results/responses/s1_badmed_steer_l12_kl3__first_plot_questions.csv | Other | 321.8 KB | — |
| results/responses/s1_badmed_steer_l12_kl3__medical_questions.csv | Other | 348.6 KB | — |
| results/responses/s1_base__first_plot_questions.csv | Other | 361.5 KB | — |
| results/responses/s1_base__medical_questions.csv | Other | 362.3 KB | — |
| results/responses/s1_goodmed_steer_l12__first_plot_questions.csv | Other | 208.3 KB | — |
| results/responses/s1_goodmed_steer_l12__medical_questions.csv | Other | 227.0 KB | — |
| results/significance.parquet | Other | 488.3 KB | cd388ad7bdc8 |
| results/significance_l12.parquet | Other | 422.3 KB | 9684c174dc4b |
| results/stability.csv | Other | 4.4 KB | — |
| results/stability_l12.csv | Other | 4.2 KB | — |
| runs/badmed_r1_l16/train_log.jsonl | Other | 60.2 KB | — |
| runs/badmed_r32/train_log.jsonl | Other | 60.4 KB | — |
| runs/badmed_steer_l12/train_log.jsonl | Other | 149.1 KB | — |
| runs/badmed_steer_l12_kl3/train_log.jsonl | Other | 162.7 KB | — |
| runs/badmed_steer_l12_kl3_alltok/train_log.jsonl | Other | 162.6 KB | — |
| runs/badmed_steer_l16/train_log.jsonl | Other | 149.0 KB | — |
| runs/badmed_steer_l16_kl1/train_log.jsonl | Other | 163.6 KB | — |
| runs/badmed_steer_l16_kl10/train_log.jsonl | Other | 163.4 KB | — |
| runs/badmed_steer_l16_kl3/train_log.jsonl | Other | 163.6 KB | — |
| runs/badmed_steer_l16_kl30/train_log.jsonl | Other | 164.3 KB | — |
| runs/badmed_steer_l16_kl3_6ep/train_log.jsonl | Other | 493.6 KB | — |
| runs/badmed_steer_l16_s1/train_log.jsonl | Other | 149.0 KB | — |
| runs/badmed_steer_l16_s2/train_log.jsonl | Other | 149.0 KB | — |
| runs/cpt_bottom/cpt_log.jsonl | Other | 19.2 KB | — |
| runs/cpt_bottom/selected_docs.parquet | Other | 460.0 KB | f2b914ef4d55 |
| runs/cpt_bottom_steer_l12/train_log.jsonl | Other | 149.0 KB | — |
| runs/cpt_random/cpt_log.jsonl | Other | 19.1 KB | — |
| runs/cpt_random/selected_docs.parquet | Other | 509.7 KB | 0d9953188adb |
| runs/cpt_random_steer_l12/train_log.jsonl | Other | 149.0 KB | — |
| runs/cpt_top/cpt_log.jsonl | Other | 19.1 KB | — |
| runs/cpt_top/selected_docs.parquet | Other | 405.8 KB | 4677322fcdd2 |
| runs/cpt_top_steer_l12/train_log.jsonl | Other | 149.0 KB | — |
| runs/goodmed_r32/train_log.jsonl | Other | 60.5 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep/train_log.jsonl | Other | 182.4 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl0.7/train_log.jsonl | Other | 204.9 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl2/train_log.jsonl | Other | 205.4 KB | — |
| runs/r1_L12_lr2e-5_a256_3ep_kl6/train_log.jsonl | Other | 205.9 KB | — |
| runs/r1_L16_lr1e-4_a256_3ep/train_log.jsonl | Other | 182.1 KB | — |
| runs/r1_L16_lr2e-5_a256_3ep/train_log.jsonl | Other | 182.5 KB | — |
| runs/r1_L20_lr2e-5_a256_3ep/train_log.jsonl | Other | 182.5 KB | — |
| runs/s1_badmed_steer_l12/train_log.jsonl | Other | 149.0 KB | — |
| runs/s1_badmed_steer_l12_kl3/train_log.jsonl | Other | 162.8 KB | — |
| runs/s1_goodmed_steer_l12/train_log.jsonl | Other | 149.2 KB | — |
| scripts/run_attribution.sh | Other | 956 B | — |
| scripts/run_cpt.sh | Other | 1.8 KB | — |
| scripts/run_overnight1.sh | Other | 2.5 KB | — |
| scripts/run_overnight2.sh | Other | 3.1 KB | — |
| scripts/run_overnight3.sh | Other | 2.1 KB | — |
| scripts/run_overnight4.sh | Other | 2.5 KB | — |
| scripts/run_overnight5.sh | Other | 2.8 KB | — |
| scripts/run_phase0.sh | Other | 1.3 KB | — |
| scripts/run_phase1.sh | Other | 1.9 KB | — |
| .gitattributes | Repository | 1.6 KB | — |
| runs/cpt_bottom/tokenizer.json | Tokenizer | 7.1 MB | — |
| runs/cpt_bottom/tokenizer_config.json | Tokenizer | 369 B | — |
| runs/cpt_random/tokenizer.json | Tokenizer | 7.1 MB | — |
| runs/cpt_random/tokenizer_config.json | Tokenizer | 369 B | — |
| runs/cpt_top/tokenizer.json | Tokenizer | 7.1 MB | — |
| runs/cpt_top/tokenizer_config.json | Tokenizer | 369 B | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 44.4 GB
Download from Nick Rui
Released by Nick Rui through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 44.4 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About em-olmo
What license is em-olmo released under?
other, as its publisher declares it. Read the license text before commercial use.