Create README.md

README.md

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+---
+datasets:
+- tiiuae/falcon-refinedweb
+language:
+- en
+---
+
+# Falcon-RW-7B
+
+**Falcon-RW-7B is a 7B parameters causal decoder-only model built by [TII](https://www.tii.ae) and trained on 350B tokens of [RefinedWeb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb). It is made available under the [TII Falcon LLM License](https://huggingface.co/tiiuae/falcon-rw-7b/blob/main/LICENSE.txt).**
+
+RefinedWeb is a high-quality web dataset built by leveraging stringent filtering and large-scale deduplication. Falcon-RW-7B, trained on RefinedWeb only, matches or outperforms comparable models trained on curated data.
+
+This model is intended for use as a research artifact, to study the influence of training on appropriately filtered web data alone.
+
+
+# Model Card for Falcon-RW-7B
+
+
+## Model Details
+
+### Model Description
+
+- **Developed by:** [https://www.tii.ae](https://www.tii.ae)
+- **Model type:** Causal decoder-only
+- **Language(s) (NLP):** English
+- **License:** TII Falcon LLM License
+
+### Model Source
+
+- **Paper:** coming soon
+- **Demo:** coming soon
+
+## Uses
+
+### Direct Use
+
+Research on large language models, and the influence of adequately filtered and deduplicated web data on the properties of large language models (fairness, safety, limitations, capabilities, etc.).
+
+### Out-of-Scope Use
+
+Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful
+
+## Bias, Risks, and Limitations
+
+Falcon-RW models are trained on English data only, and will not generalize appropriately to other languages. Furthermore, as they are trained on a large-scale corpora representative of the web, they will carry the stereotypes and biases commonly encountered online
+
+
+## Paper
+
+More details coming soon in the paper.