Upload Combined Loss C-PMT controller weights and logs
Browse files- README.md +14 -0
- cpmt_controller_weights.pt +3 -0
- training_summary.json +52 -0
README.md
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
base_model: meta-llama/Llama-3.1-8B-Instruct
|
| 4 |
+
tags:
|
| 5 |
+
- peft
|
| 6 |
+
- conditional-prefix-memory-tuning
|
| 7 |
+
- cefr-alignment
|
| 8 |
+
- combined-loss
|
| 9 |
+
- topic-aligned
|
| 10 |
+
- auxiliary-classifier-head
|
| 11 |
+
---
|
| 12 |
+
# Combined Loss C-PMT Global Controller (6K Balanced Subset)
|
| 13 |
+
|
| 14 |
+
This controller is trained using a multi-task **Combined Loss Objective ($L_{\text{total}} = L_{\text{token}} + 0.5 \cdot L_{\text{cefr}}$)**.
|
cpmt_controller_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d2ec4ddd89e59c1b4cfad74ccb25051658e654927474b13bed55e2953bc1b848
|
| 3 |
+
size 67441737
|
training_summary.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 1,
|
| 4 |
+
"train_loss_total": 2.3363,
|
| 5 |
+
"train_loss_token": 2.3168,
|
| 6 |
+
"train_loss_cefr": 0.0391,
|
| 7 |
+
"val_loss_total": 2.2425,
|
| 8 |
+
"val_loss_token": 2.2409,
|
| 9 |
+
"val_loss_cefr": 0.0032,
|
| 10 |
+
"val_ppl": 9.4
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"epoch": 2,
|
| 14 |
+
"train_loss_total": 2.2164,
|
| 15 |
+
"train_loss_token": 2.2159,
|
| 16 |
+
"train_loss_cefr": 0.0009,
|
| 17 |
+
"val_loss_total": 2.2135,
|
| 18 |
+
"val_loss_token": 2.2135,
|
| 19 |
+
"val_loss_cefr": 0.0,
|
| 20 |
+
"val_ppl": 9.15
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 3,
|
| 24 |
+
"train_loss_total": 2.1917,
|
| 25 |
+
"train_loss_token": 2.1917,
|
| 26 |
+
"train_loss_cefr": 0.0,
|
| 27 |
+
"val_loss_total": 2.1967,
|
| 28 |
+
"val_loss_token": 2.1967,
|
| 29 |
+
"val_loss_cefr": 0.0,
|
| 30 |
+
"val_ppl": 8.99
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 4,
|
| 34 |
+
"train_loss_total": 2.1729,
|
| 35 |
+
"train_loss_token": 2.1729,
|
| 36 |
+
"train_loss_cefr": 0.0,
|
| 37 |
+
"val_loss_total": 2.1806,
|
| 38 |
+
"val_loss_token": 2.1806,
|
| 39 |
+
"val_loss_cefr": 0.0,
|
| 40 |
+
"val_ppl": 8.85
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 5,
|
| 44 |
+
"train_loss_total": 2.1493,
|
| 45 |
+
"train_loss_token": 2.1493,
|
| 46 |
+
"train_loss_cefr": 0.0,
|
| 47 |
+
"val_loss_total": 2.1652,
|
| 48 |
+
"val_loss_token": 2.1652,
|
| 49 |
+
"val_loss_cefr": 0.0,
|
| 50 |
+
"val_ppl": 8.72
|
| 51 |
+
}
|
| 52 |
+
]
|