Update README.md
Browse files
README.md
CHANGED
|
@@ -7,4 +7,11 @@ language:
|
|
| 7 |
---
|
| 8 |
# Introduction
|
| 9 |
CSTinyLlama-1.2B is a Czech language model continously pretrained on 168b training tokens from English [TinyLLama-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) model. Model was pretrained on ~67b token [Large Czech Collection](https://huggingface.co/datasets/BUT-FIT/but_lcc) using Czech tokenizer, obtained using our vocabulary swap method (see below).
|
| 10 |
-
Training was done on [Karolina](https://www.it4i.cz/en) cluster.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7 |
---
|
| 8 |
# Introduction
|
| 9 |
CSTinyLlama-1.2B is a Czech language model continously pretrained on 168b training tokens from English [TinyLLama-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) model. Model was pretrained on ~67b token [Large Czech Collection](https://huggingface.co/datasets/BUT-FIT/but_lcc) using Czech tokenizer, obtained using our vocabulary swap method (see below).
|
| 10 |
+
Training was done on [Karolina](https://www.it4i.cz/en) cluster.
|
| 11 |
+
|
| 12 |
+
# Loss
|
| 13 |
+
## Train Cross-Entropy
|
| 14 |
+
<img src="figures/tllama_train.png" width="900"/>
|
| 15 |
+
|
| 16 |
+
## Test Perplexity
|
| 17 |
+
<img src="figures/tllama_test.png" width="900"/>
|