olmo3-calibration-models is an open-weight model from Edwin Huang, released under Apache License 2.0. Its published files total 584.1 GB.
DPO checkpoints from a study of why DPO makes Olmo 3 7B Instruct overconfident on multiple-choice questions. Every model here is trained from allenai/Olmo-3-7B-Instruct-SFT on Ai2's Dolci-Instruct-DPO preference pairs with Ai2's open-instruct code.
Parameters—
Context—
Weights583.8 GB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—
Model Card
By Edwin Huang, published under apache-2.0, revision 232ae143c109.
DPO checkpoints from a study of why DPO makes Olmo 3 7B Instruct overconfident on multiple-choice questions. Every model here is trained from allenai/Olmo-3-7B-Instruct-SFT on Ai2's Dolci-Instruct-DPO preference pairs with Ai2's open-instruct code. - Code, results and the write-up ("Why Does DPO Make Olmo 3 Overconfident?"): These are research checkpoints for reproducing the study's measurements. They were not tuned or safety-tested for use. "Agreement-weighted" DPO multiplies each pair's loss by sigmoid(-5 x the SFT model's preference margin), rescaled to average 1, so pairs the SFT model already gets right count less. Each folder is a full model (model.safetensors, config, tokenizer, chat…
Read Edwin Huang's full model card
Olmo 3 7B DPO calibration study: trained checkpoints
DPO checkpoints from a study of why DPO makes Olmo 3 7B Instruct overconfident on multiple-choice questions. Every model here is trained from allenai/Olmo-3-7B-Instruct-SFT on Ai2's Dolci-Instruct-DPO preference pairs with Ai2's open-instruct code.
- Code, results and the write-up ("Why Does DPO Make Olmo 3 Overconfident?"): github.com/edwin-huang/olmo3-dpo-calibration
- Raw evaluation outputs: ehuang5/olmo3-calibration-results
These are research checkpoints for reproducing the study's measurements. They were not tuned or safety-tested for use. "Agreement-weighted" DPO multiplies each pair's loss by sigmoid(-5 x the SFT model's preference margin), rescaled to average 1, so pairs the SFT model already gets right count less.
Folders
Each folder is a full model (model.safetensors, config, tokenizer, chat template). Load one with
subfolder=, e.g. AutoModelForCausalLM.from_pretrained("ehuang5/olmo3-calibration-models", subfolder="q25_weighted").
| Folder | Training |
|---|---|
q25_plain/ |
Plain DPO on 25% of the Instruct DPO pairs (65,000), Ai2's recipe (LR 1e-6, 508 steps) |
q25_weighted/ |
Agreement-weighted DPO, same data and recipe |
full_weighted/final/ |
Agreement-weighted DPO on all 259,922 pairs, Ai2's recipe (2,031 steps); compare with Ai2's released Olmo-3-7B-Instruct-DPO |
full_weighted/snap_step_*/ |
Snapshots of that run at steps 406, 812, 1218, 1624 and 2030 |
wave/wy_*_s{1,2,3}/ |
Small tests from the pre-registered replication: 8,192 pairs, LR 4e-6, 64 steps, seeds 1-3 |
Small tests in wave/:
| Name | Loss | Training set |
|---|---|---|
wy_plain |
Plain DPO | Mixed pairs |
wy_w5 |
Agreement-weighted DPO | Mixed pairs |
wy_simpo |
SimPO (no reference model) | Mixed pairs |
wy_simporef |
SimPO with DPO's SFT reference added | Mixed pairs |
wy_hi / wy_lo |
Plain DPO | 99% / 18% of pairs already right under SFT, matched on source and length |
wy_ipohi / wy_ipolo |
IPO (tau = 1) | Same two sets |
wy_easy |
Plain DPO | "Easy" pairs (high margin under a DPO-trained model) |
wy_w5hi |
Agreement-weighted DPO | The 99% set (follow-up 1) |
wy_hiall / wy_w5all |
Plain / agreement-weighted DPO | The 99% set minus its disagreed pairs (follow-up 2; seed 1 only) |
License
Apache-2.0, following the base model. The training data is Ai2's Dolci preference data (ODC-BY); please credit Ai2's Olmo 3 release and the Dolci datasets when using these models.
Identity and Version
- Repository
- ehuang5/olmo3-calibration-models
- Publisher
- Edwin Huang
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- dpo
- Revision
- 232ae143c10930e9a5d5a28b64c3af8a227ba42c
- First published
- 2026-10-13
- Last updated
- 2026-10-16
Files and Weights
242 files, 584.1 GB in total. The weights are 40 files totalling 583.8 GB in safetensors.
Weights40 files · 583.8 GB
Configuration80 files · 79.6 KB
Tokenizer80 files · 285.5 MB
Documentation1 file · 3.0 KB
Other40 files · 105.5 KB
Repository1 file · 1.5 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| full_weighted/final/model.safetensors | Weights | 14.6 GB | 372b16ef81ce |
| full_weighted/snap_step_1218/model.safetensors | Weights | 14.6 GB | 0d76348973be |
| full_weighted/snap_step_1624/model.safetensors | Weights | 14.6 GB | 573de6b39f2a |
| full_weighted/snap_step_2030/model.safetensors | Weights | 14.6 GB | 070a3aac3e4a |
| full_weighted/snap_step_406/model.safetensors | Weights | 14.6 GB | 8de156143886 |
| full_weighted/snap_step_812/model.safetensors | Weights | 14.6 GB | a04c6de55a62 |
| q25_plain/model.safetensors | Weights | 14.6 GB | 954ce7a7f10e |
| q25_weighted/model.safetensors | Weights | 14.6 GB | 96857a29f792 |
| wave/wy_easy_s1/model.safetensors | Weights | 14.6 GB | d619340d90ad |
| wave/wy_easy_s2/model.safetensors | Weights | 14.6 GB | fac6921397f6 |
| wave/wy_easy_s3/model.safetensors | Weights | 14.6 GB | 6905eccde0fb |
| wave/wy_hi_s1/model.safetensors | Weights | 14.6 GB | 802a85aaa749 |
| wave/wy_hi_s2/model.safetensors | Weights | 14.6 GB | 0eb82f530000 |
| wave/wy_hi_s3/model.safetensors | Weights | 14.6 GB | a3afca9c9832 |
| wave/wy_hiall_s1/model.safetensors | Weights | 14.6 GB | 21ebf9beeab2 |
| wave/wy_ipohi_s1/model.safetensors | Weights | 14.6 GB | 3b5600f77b9a |
| wave/wy_ipohi_s2/model.safetensors | Weights | 14.6 GB | 57ec8f8a26b8 |
| wave/wy_ipohi_s3/model.safetensors | Weights | 14.6 GB | fe7ba2a5886f |
| wave/wy_ipolo_s1/model.safetensors | Weights | 14.6 GB | cebc660954e0 |
| wave/wy_ipolo_s2/model.safetensors | Weights | 14.6 GB | 76b7d68f4213 |
| wave/wy_ipolo_s3/model.safetensors | Weights | 14.6 GB | cbf3dfc47e76 |
| wave/wy_lo_s1/model.safetensors | Weights | 14.6 GB | b5e126b3462f |
| wave/wy_lo_s2/model.safetensors | Weights | 14.6 GB | 5102fc3aeccb |
| wave/wy_lo_s3/model.safetensors | Weights | 14.6 GB | 221810144c3d |
| wave/wy_plain_s1/model.safetensors | Weights | 14.6 GB | 21bedb942f08 |
| wave/wy_plain_s2/model.safetensors | Weights | 14.6 GB | c29582c43502 |
| wave/wy_plain_s3/model.safetensors | Weights | 14.6 GB | 978329a589fb |
| wave/wy_simpo_s1/model.safetensors | Weights | 14.6 GB | 1cedffa0c5d9 |
| wave/wy_simpo_s2/model.safetensors | Weights | 14.6 GB | 8dc62e4f2028 |
| wave/wy_simpo_s3/model.safetensors | Weights | 14.6 GB | 64795dfce12d |
| wave/wy_simporef_s1/model.safetensors | Weights | 14.6 GB | 84279d1a0719 |
| wave/wy_simporef_s2/model.safetensors | Weights | 14.6 GB | 36aca325addb |
| wave/wy_simporef_s3/model.safetensors | Weights | 14.6 GB | 11abb6826dc0 |
| wave/wy_w5_s1/model.safetensors | Weights | 14.6 GB | 756e82398656 |
| wave/wy_w5_s2/model.safetensors | Weights | 14.6 GB | e121399d6308 |
| wave/wy_w5_s3/model.safetensors | Weights | 14.6 GB | 24252301d244 |
| wave/wy_w5all_s1/model.safetensors | Weights | 14.6 GB | 801dc2ddf99b |
| wave/wy_w5hi_s1/model.safetensors | Weights | 14.6 GB | da15862a61ca |
| wave/wy_w5hi_s2/model.safetensors | Weights | 14.6 GB | 0b17048d6d39 |
| wave/wy_w5hi_s3/model.safetensors | Weights | 14.6 GB | 3d94d3efa881 |
| full_weighted/final/config.json | Configuration | 1.8 KB | — |
| full_weighted/final/generation_config.json | Configuration | 204 B | — |
| full_weighted/snap_step_1218/config.json | Configuration | 1.8 KB | — |
| full_weighted/snap_step_1218/generation_config.json | Configuration | 204 B | — |
| full_weighted/snap_step_1624/config.json | Configuration | 1.8 KB | — |
| full_weighted/snap_step_1624/generation_config.json | Configuration | 204 B | — |
| full_weighted/snap_step_2030/config.json | Configuration | 1.8 KB | — |
| full_weighted/snap_step_2030/generation_config.json | Configuration | 204 B | — |
| full_weighted/snap_step_406/config.json | Configuration | 1.8 KB | — |
| full_weighted/snap_step_406/generation_config.json | Configuration | 204 B | — |
| full_weighted/snap_step_812/config.json | Configuration | 1.8 KB | — |
| full_weighted/snap_step_812/generation_config.json | Configuration | 204 B | — |
| q25_plain/config.json | Configuration | 1.8 KB | — |
| q25_plain/generation_config.json | Configuration | 204 B | — |
| q25_weighted/config.json | Configuration | 1.8 KB | — |
| q25_weighted/generation_config.json | Configuration | 204 B | — |
| wave/wy_easy_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_easy_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_easy_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_easy_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_easy_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_easy_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_hi_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_hi_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_hi_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_hi_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_hi_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_hi_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_hiall_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_hiall_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipohi_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipohi_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipohi_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipohi_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipohi_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipohi_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipolo_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipolo_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipolo_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipolo_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_ipolo_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_ipolo_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_lo_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_lo_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_lo_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_lo_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_lo_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_lo_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_plain_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_plain_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_plain_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_plain_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_plain_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_plain_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_simpo_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_simpo_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_simpo_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_simpo_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_simpo_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_simpo_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_simporef_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_simporef_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_simporef_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_simporef_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_simporef_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_simporef_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5_s3/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5all_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5all_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5hi_s1/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5hi_s1/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5hi_s2/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5hi_s2/generation_config.json | Configuration | 204 B | — |
| wave/wy_w5hi_s3/config.json | Configuration | 1.8 KB | — |
| wave/wy_w5hi_s3/generation_config.json | Configuration | 204 B | — |
| README.md | Documentation | 3.0 KB | — |
| full_weighted/final/chat_template.jinja | Other | 2.6 KB | — |
| full_weighted/snap_step_1218/chat_template.jinja | Other | 2.6 KB | — |
| full_weighted/snap_step_1624/chat_template.jinja | Other | 2.6 KB | — |
| full_weighted/snap_step_2030/chat_template.jinja | Other | 2.6 KB | — |
| full_weighted/snap_step_406/chat_template.jinja | Other | 2.6 KB | — |
| full_weighted/snap_step_812/chat_template.jinja | Other | 2.6 KB | — |
| q25_plain/chat_template.jinja | Other | 2.6 KB | — |
| q25_weighted/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_easy_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_easy_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_easy_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_hi_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_hi_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_hi_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_hiall_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipohi_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipohi_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipohi_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipolo_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipolo_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_ipolo_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_lo_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_lo_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_lo_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_plain_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_plain_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_plain_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simpo_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simpo_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simpo_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simporef_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simporef_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_simporef_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5_s3/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5all_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5hi_s1/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5hi_s2/chat_template.jinja | Other | 2.6 KB | — |
| wave/wy_w5hi_s3/chat_template.jinja | Other | 2.6 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
| full_weighted/final/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/final/tokenizer_config.json | Tokenizer | 343 B | — |
| full_weighted/snap_step_1218/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/snap_step_1218/tokenizer_config.json | Tokenizer | 343 B | — |
| full_weighted/snap_step_1624/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/snap_step_1624/tokenizer_config.json | Tokenizer | 343 B | — |
| full_weighted/snap_step_2030/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/snap_step_2030/tokenizer_config.json | Tokenizer | 343 B | — |
| full_weighted/snap_step_406/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/snap_step_406/tokenizer_config.json | Tokenizer | 343 B | — |
| full_weighted/snap_step_812/tokenizer.json | Tokenizer | 7.1 MB | — |
| full_weighted/snap_step_812/tokenizer_config.json | Tokenizer | 343 B | — |
| q25_plain/tokenizer.json | Tokenizer | 7.1 MB | — |
| q25_plain/tokenizer_config.json | Tokenizer | 343 B | — |
| q25_weighted/tokenizer.json | Tokenizer | 7.1 MB | — |
| q25_weighted/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_easy_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_easy_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_easy_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_easy_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_easy_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_easy_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_hi_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_hi_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_hi_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_hi_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_hi_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_hi_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_hiall_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_hiall_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipohi_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipohi_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipohi_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipohi_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipohi_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipohi_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipolo_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipolo_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipolo_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipolo_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_ipolo_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_ipolo_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_lo_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_lo_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_lo_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_lo_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_lo_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_lo_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_plain_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_plain_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_plain_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_plain_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_plain_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_plain_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simpo_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simpo_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simpo_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simpo_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simpo_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simpo_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simporef_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simporef_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simporef_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simporef_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_simporef_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_simporef_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5_s3/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5all_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5all_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5hi_s1/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5hi_s1/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5hi_s2/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5hi_s2/tokenizer_config.json | Tokenizer | 343 B | — |
| wave/wy_w5hi_s3/tokenizer.json | Tokenizer | 7.1 MB | — |
| wave/wy_w5hi_s3/tokenizer_config.json | Tokenizer | 343 B | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 583.8 GB
Download from Edwin Huang
Released by Edwin Huang through its official repository on Hugging Face. Read the license.
Built From
- Derived from allenai/Olmo-3-7B-Instruct-SFT
- Trained on (disclosed) allenai/Dolci-Instruct-DPO
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 583.8 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About olmo3-calibration-models
Can I use olmo3-calibration-models commercially?
Yes. olmo3-calibration-models is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.