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Open-weight model

latent-path-r4

by Vasko Djack Akahsizrr/latent-path-r4

latent-path-r4 is an open-weight model from Vasko Djack. Its published files total 34.4 GB.

Parameters—
Context—
Weights34.4 GB
License—
AccessOpen weights
Monthly Downloads—

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
Akahsizrr/latent-path-r4
Publisher
Vasko Djack
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
c1b6019d2bcb9670dcf9fc71ba98a7c69ba0a4f5
First published
2026-09-25
Last updated
2026-09-28

Files and Weights

137 files, 34.4 GB in total. The weights are 34 files totalling 34.4 GB in pt.

Weights34 files · 34.4 GB
Configuration41 files · 79.7 KB
Other61 files · 408.3 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
results/ckpt_r4_from_sft_gspo30.ptWeights1.0 GB 3fb7e3915b4e
results/ckpt_r4_gspo60.ptWeights1.0 GB cf47ee3349d6
results/r5b/ckpt_step100.ptWeights1.0 GB d1ab4e643c17
results/r5b/ckpt_step50.ptWeights1.0 GB 06226bb6a3d2
results/r5b/distill.ptWeights1.0 GB f40422be66ab
results/r5c/distill_r5c.ptWeights1.0 GB 1bc804d5d19b
results/r5c/distill_r5c_ep.ptWeights1.0 GB 55d7f9d4f2bd
results/r5c/distill_r5c_hm.ptWeights1.0 GB b13f0ba03bca
results/r6/ckpt_step25.ptWeights1.0 GB 506318f7afb0
results/r6/ckpt_step50.ptWeights1.0 GB 202dd18ebdb7
results/r6/distill.ptWeights1.0 GB 233c0adf7e8d
results/r6/distill_lx.ptWeights1.0 GB 8deba131cda4
results/r7/ckpt_step20.ptWeights1.0 GB 943ea6044a53
results/r7/ckpt_step40.ptWeights1.0 GB c4b098a88131
results/r7/distill.ptWeights1.0 GB 77f981994a33
results/r8/ckpt_step10.ptWeights1.0 GB 40072e0a0d81
results/r8/distill.ptWeights1.0 GB 40e9d7d3674e
results/r8/distill_step15.ptWeights1.0 GB 852edf0b7bb5
results/r8/distill_step30.ptWeights1.0 GB df33079b4786
results/r8/distill_step45.ptWeights1.0 GB b69eb4549a7a
results/r9/ckpt_step10.ptWeights1.0 GB 242f23478f31
results/r9/ckpt_step20.ptWeights1.0 GB b3cf345d4269
results/r9/distill.ptWeights1.0 GB 36bf9629d43a
results/r9/distill_step15.ptWeights1.0 GB 2a9797b22ad9
results/r9/distill_step30.ptWeights1.0 GB 1f6942cacff3
results/r9/distill_step45.ptWeights1.0 GB 1c3a8249a460
results/r9/distill_step60.ptWeights1.0 GB 953dc31f1089
results/r9/distill_step75.ptWeights1.0 GB 24c4d9bd1f6b
results/r9/distill_step90.ptWeights1.0 GB 0f9c95f49b55
results/r9b/ckpt_step12.ptWeights1.0 GB c35db093386b
results/r9b/distill_mlp50.ptWeights1.1 GB 47174439e4d8
results/r9b/distill_mlp50_step25.ptWeights1.1 GB 3e8f4e77a494
results/r9b/lora_mlp.ptWeights1.1 GB 590d136d7ed2
results/r9b/lora_r64.ptWeights1.0 GB 6be6f19e41cc
code/latent_path/envs/automat.pyConfiguration2.8 KB —
code/latent_path/envs/coderepair.pyConfiguration14.1 KB —
code/latent_path/envs/execpred.pyConfiguration5.9 KB —
code/latent_path/envs/gridworld.pyConfiguration4.1 KB —
code/latent_path/envs/hardmath.pyConfiguration4.7 KB —
code/latent_path/envs/seqstate.pyConfiguration2.3 KB —
code/latent_path/envs/strrewrite.pyConfiguration2.4 KB —
code/latent_path/train_distill.pyConfiguration7.1 KB —
code/latent_path/train_rl.pyConfiguration11.7 KB —
code/scripts/eval_beatcot.pyConfiguration5.9 KB —
results/beatcot_gspo_d1.jsonConfiguration1.4 KB —
results/beatcot_gspo_grid.jsonConfiguration402 B —
results/beatcot_gspo_seq_cot256.jsonConfiguration343 B —
results/beatcot_initial.jsonConfiguration1.2 KB —
results/r5b/beatcot_d1.jsonConfiguration958 B —
results/r5b/beatcot_grid.jsonConfiguration411 B —
results/r5b/beatcot_preRL_seq.jsonConfiguration403 B —
results/r5b/beatcot_seq_n48.jsonConfiguration421 B —
results/r5c/beatcot_ep.jsonConfiguration408 B —
results/r5c/beatcot_ep_n48.jsonConfiguration320 B —
results/r5c/beatcot_hm.jsonConfiguration319 B —
results/r5c/beatcot_seq_n48.jsonConfiguration420 B —
results/r6/beatcot_d1.jsonConfiguration1.3 KB —
results/r6/beatcot_hi.jsonConfiguration640 B —
results/r6/beatcot_lx.jsonConfiguration863 B —
results/r6/beatcot_post_rl.jsonConfiguration711 B —
results/r7/beatcot_d1.jsonConfiguration1.1 KB —
results/r7/beatcot_hi.jsonConfiguration632 B —
results/r7/beatcot_post.jsonConfiguration600 B —
results/r7/confirm_realexec.jsonConfiguration150 B —
results/r8/beatcot_d1.jsonConfiguration719 B —
results/r8/beatcot_hi.jsonConfiguration616 B —
results/r9/beatcot_d1.jsonConfiguration788 B —
results/r9/beatcot_hi.jsonConfiguration651 B —
results/r9/confirm_realexec.jsonConfiguration164 B —
results/r9b/eval_lora_mlp.jsonConfiguration468 B —
results/r9b/eval_lora_r64.jsonConfiguration435 B —
results/r9b/eval_mlp50.jsonConfiguration789 B —
results/r9b/spectemp_1.0.jsonConfiguration369 B —
results/r9b/spectemp_1.6.jsonConfiguration360 B —
results/r9b/spectemp_2.2.jsonConfiguration377 B —
code/scripts/pod_run_latent.shOther2.5 KB —
code/scripts/pod_run_latent_r5.shOther2.3 KB —
logs/distill_r4.logOther5.7 KB —
logs/eval_gspo.logOther5.6 KB —
logs/eval_gspo_grid.logOther3.5 KB —
logs/eval_gspo_seq_cot256.logOther3.2 KB —
logs/eval_initial.json.logOther5.3 KB —
logs/eval_r5b_pre.logOther6.5 KB —
logs/r5b/distill.logOther2.8 KB —
logs/r5b/eval.logOther7.7 KB —
logs/r5b/rl.logOther16.9 KB —
logs/r6/distill.logOther3.4 KB —
logs/r6/distill_lx.logOther3.2 KB —
logs/r6/eval.logOther10.2 KB —
logs/r6/eval_hi.logOther7.6 KB —
logs/r6/eval_lx.logOther4.4 KB —
logs/r6/eval_post.logOther4.1 KB —
logs/r6/rl.logOther9.2 KB —
logs/r7/confirm_realexec.logOther3.3 KB —
logs/r7/distill.logOther13.1 KB —
logs/r7/eval.logOther6.1 KB —
logs/r7/eval_hi.logOther5.6 KB —
logs/r7/eval_post.logOther5.0 KB —
logs/r7/rl_r7b.logOther8.7 KB —
logs/r8/distill.logOther2.4 KB —
logs/r8/eval.logOther7.2 KB —
logs/r8/eval_hi.logOther3.5 KB —
logs/r8/rl.logOther3.9 KB —
logs/r9/distill.logOther3.0 KB —
logs/r9/eval.logOther4.0 KB —
logs/r9/eval_hi.logOther3.7 KB —
logs/r9/rl.logOther5.4 KB —
logs/r9b/e1_kernels.logOther7.0 KB —
logs/r9b/e2_spectemp.logOther8.7 KB —
logs/r9b/e3_lora64.logOther2.5 KB —
logs/r9b/e3_loramlp.logOther2.5 KB —
logs/r9b/e4_rl_g12.logOther3.7 KB —
logs/r9b/w1_eval_lora_mlp.logOther3.1 KB —
logs/r9b/w1_eval_lora_r64.logOther3.2 KB —
logs/r9b/w2_distill_mlp.logOther2.6 KB —
logs/r9b/w3_eval_mlp.logOther3.8 KB —
logs/r9b/w4_eval_wide.logOther2.6 KB —
logs/rl_from_sft_gspo30.logOther6.8 KB —
logs/rl_gspo.logOther13.5 KB —
logs/rl_gspo60.logOther13.5 KB —
logs/rl_initial_invalid_ratio.logOther30.8 KB —
results/r5b/rl_log.jsonlOther32.1 KB —
results/r5c/distill_r5c.logOther3.0 KB —
results/r5c/distill_r5c_ep.logOther2.8 KB —
results/r5c/distill_r5c_hm.logOther2.6 KB —
results/r5c/eval_r5c.logOther4.0 KB —
results/r5c/eval_r5c_ep.logOther3.3 KB —
results/r5c/eval_r5c_ep_n48.logOther3.1 KB —
results/r5c/eval_r5c_hm.logOther3.2 KB —
results/r5c/eval_r5c_n48.logOther3.3 KB —
results/r6/rl_log.jsonlOther15.1 KB —
results/r7/rl_log.jsonlOther12.1 KB —
results/r8/rl_log.jsonlOther3.1 KB —
results/r9/rl_log.jsonlOther6.3 KB —
results/rl_gspo60.jsonlOther21.6 KB —
results/rl_r4_from_sft_gspo30.jsonlOther9.2 KB —
.gitattributesRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
34.4 GB
Download from Vasko Djack

Released by Vasko Djack through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published34.4 GB

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