Update README.md

README.md

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 ---
 license: apache-2.0
+datasets:
+- allenai/MADLAD-400
+- eryk-mazus/polka-pretrain-en-pl-v1
+language:
+- pl
+- en
+pipeline_tag: text-generation
 ---
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61bf0e11c88f3fd22f654059/EMSrPEzAFkjY9nvbaJoC3.png)
+
+# Polka-1.1b
+
+
+`polka-1.1b` takes the [TinyLlama-1.1B](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) model and enhances it by continuing pretraining on an additional **5.7 billion Polish tokens**, primarily sourced from the [MADLAD-400](https://arxiv.org/abs/2309.04662) dataset. The tokens were sampled in a 10:1 ratio between Polish and English shards using [DSIR](https://github.com/p-lambda/dsir). Furthermore, Polka extends the TinyLlama tokenizer's vocabulary to 43,882 tokens, improving its efficiency for generating Polish text.
+
+The training took 425 RTX 4090 GPU hours on a single 8 x RTX 4090 machine with DeepSpeed ZeRO-2.
+
+## Notes
+
+...
+
+## Sample code
+
+```python
+...
+```