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Open-weight model

rlport-hkl_jord9v_L_s10_20261018_013818

by Jord Nguyen Jordine/rlport-hkl_jord9v_L_s10_20261018_013818

rlport-hkl_jord9v_L_s10_20261018_013818 is an open-weight model from Jord Nguyen. Its published files total 8.0 GB.

Automatic off-box backup of one RL training run from the reward-laundering project (Tinker -> vast port), written by scripts/port/hfbackup.py so a run can resume after its cloud GPU box disappears.

Parameters—
Context—
Weights7.9 GB
License—
AccessOpen weights
Monthly Downloads—

Model Card

Automatic off-box backup of one RL training run from the reward-laundering project (Tinker -> vast port), written by scripts/port/hfbackup.py so a run can resume after its cloud GPU box disappears. Contents: LoRA adapters (Qwen3.5, PEFT/Tinker layout) + optimizer state, per-step metrics, training rollouts and logs. Research artifact only; not a model release, not intended for use.

Excerpt from the card by Jord Nguyen.

Identity and Version

Repository
Jordine/rlport-hkl_jord9v_L_s10_20261018_013818
Publisher
Jord Nguyen
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
6c3e706820e00fbecc3310e3dd4323d8c54483e6
First published
2026-10-18
Last updated
2026-10-18

Files and Weights

44 files, 8.0 GB in total. The weights are 16 files totalling 7.9 GB in pt, safetensors.

Weights16 files · 7.9 GB
Configuration18 files · 26.6 KB
Documentation4 files · 12.8 KB
Other5 files · 3.7 MB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
kept/sampler_weights__jord9v_L_s10_hkl_step20/adapter_model.safetensorsWeights378.4 MB 773a1d306b10
kept/sampler_weights__jord9v_L_s10_hkl_step27/adapter_model.safetensorsWeights378.4 MB 923bb9f1893b
kept/sampler_weights__jord9v_L_s10_hkl_step34/adapter_model.safetensorsWeights378.4 MB 92cefa282baf
kept/sampler_weights__jord9v_s10_hkl_step13/adapter_model.safetensorsWeights378.4 MB b0461e31c829
kept/sampler_weights__jord9v_s10_hkl_step5/adapter_model.safetensorsWeights378.4 MB 9eb790f97dbb
kept/sampler_weights__jord9v_s10_hkl_step9/adapter_model.safetensorsWeights378.4 MB 15a8e277bf27
kept/weights__jord9v_L_s10_hkl_state_step20/adapter_model.safetensorsWeights378.4 MB 773a1d306b10
kept/weights__jord9v_L_s10_hkl_state_step20/optimizer.ptWeights757.1 MB cdb159cbbcc8
kept/weights__jord9v_L_s10_hkl_state_step27/adapter_model.safetensorsWeights378.4 MB 923bb9f1893b
kept/weights__jord9v_L_s10_hkl_state_step27/optimizer.ptWeights757.1 MB bde0c4a4c03f
kept/weights__jord9v_L_s10_hkl_state_step34/adapter_model.safetensorsWeights378.4 MB 92cefa282baf
kept/weights__jord9v_L_s10_hkl_state_step34/optimizer.ptWeights757.1 MB 3edfe6a2250c
kept/weights__jord9v_s10_hkl_state_step13/adapter_model.safetensorsWeights378.4 MB b0461e31c829
kept/weights__jord9v_s10_hkl_state_step13/optimizer.ptWeights757.1 MB 8a8c333d327b
state/latest/adapter_model.safetensorsWeights378.4 MB d6e4eb5201b5
state/latest/optimizer.ptWeights757.1 MB 118c962509c5
kept/sampler_weights__jord9v_L_s10_hkl_step20/adapter_config.jsonConfiguration278 B —
kept/sampler_weights__jord9v_L_s10_hkl_step27/adapter_config.jsonConfiguration278 B —
kept/sampler_weights__jord9v_L_s10_hkl_step34/adapter_config.jsonConfiguration278 B —
kept/sampler_weights__jord9v_s10_hkl_step13/adapter_config.jsonConfiguration278 B —
kept/sampler_weights__jord9v_s10_hkl_step5/adapter_config.jsonConfiguration278 B —
kept/sampler_weights__jord9v_s10_hkl_step9/adapter_config.jsonConfiguration278 B —
kept/weights__jord9v_L_s10_hkl_state_step20/adapter_config.jsonConfiguration278 B —
kept/weights__jord9v_L_s10_hkl_state_step27/adapter_config.jsonConfiguration278 B —
kept/weights__jord9v_L_s10_hkl_state_step34/adapter_config.jsonConfiguration278 B —
kept/weights__jord9v_s10_hkl_state_step13/adapter_config.jsonConfiguration278 B —
manifest.jsonConfiguration1.8 KB —
run/cli_extras.jsonConfiguration327 B —
run/cmdline.jsonConfiguration569 B —
run/config.jsonConfiguration693 B —
run/resume.jsonConfiguration1.2 KB —
run/summary.jsonConfiguration18.9 KB —
state/latest/_origin.jsonConfiguration122 B —
state/latest/adapter_config.jsonConfiguration278 B —
README.mdDocumentation495 B —
run/eval_steps/step11_four_cell.mdDocumentation3.8 KB —
run/eval_steps/step13_four_cell.mdDocumentation3.7 KB —
run/eval_steps/step5_four_cell.mdDocumentation4.7 KB —
logs/rl_jord9v_L_s10.logOther8.2 KB —
run/evals.jsonlOther1.5 KB —
run/metrics.jsonlOther38.8 KB —
run/rollouts.jsonl.gzOther3.7 MB 101387cec5d6
run/state.txtOther101 B —
.gitattributesRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
7.9 GB
Download from Jord Nguyen

Released by Jord Nguyen through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published7.9 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.