Downloads · 30 days
6
11% of all-time downloads
openenv-echo-world-model-distilgpt2-seed1
burtenshaw/openenv-echo-world-model-distilgpt2-seed1
openenv-echo-world-model-distilgpt2-seed1 is a text generation model from burtenshaw. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This checkpoint was trained with examples/echoworldmodel/trainecho.py to predict OpenEnv terminal environment outputs from verifier-free ECHO loss.
All-time downloads
56
Public
Parameters
81.9M
328 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors328 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026
- SHA
- c1dbea0e
Try a prompt
Base models
Model card
From the Hugging Face model README
OpenEnv ECHO World Model
This checkpoint was trained with examples/echo_world_model/train_echo.py to
predict OpenEnv terminal environment outputs from verifier-free ECHO loss.
Training Metrics
| metric | value |
|---|---|
best_step | 45 |
heldout_ce_after | 0.26160934567451477 |
heldout_ce_before | 6.333791732788086 |
heldout_ce_delta | -6.072182387113571 |
heldout_ce_improvement_pct | 95.8696250727626 |
heldout_token_acc_after | 0.8947368421052632 |
heldout_token_acc_before | 0.10526315789473684 |
lr | 5e-05 |
model | distilgpt2 |
seed | 1 |
steps | 60 |
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026