Update README_TEMPLATE.md

README_TEMPLATE.md

@@ -1,4 +1,6 @@
 ---
+datasets:
+- bigscience/xP3
 license: bigscience-bloom-rail-1.0
 language:
 - ak
@@ -71,8 +73,20 @@ pipeline_tag: text-generation
 
 ## Description
 
-BLOOM is an autoregressive Large Language Model (LLM), trained to continue text from a prompt on vast amounts of text data using industrial-scale computational resources. As such, it is able to output coherent text in 46 languages and 13 programming languages that is hardly distinguishable from text written by humans. BLOOM can also be instructed to perform text tasks it hasn't been explicitly trained for, by casting them as text generation tasks.
+> We present BLOOMZ & mT0, a family of models capable of following human instructions in dozens of languages zero-shot. We finetune BLOOM & mT5 pretrained multilingual language models on our crosslingual task mixture (xP3) and find the resulting models capable of crosslingual generalization to unseen tasks & languages.
 
+- **Repository:** [bigscience-workshop/xmtf](https://github.com/bigscience-workshop/xmtf)
+- **Paper:** [Crosslingual Generalization through Multitask Finetuning](https://arxiv.org/abs/2211.01786)
+- **Point of Contact:** [Niklas Muennighoff](mailto:[email protected])
+- **Languages:** Refer to [bloom](https://huggingface.co/bigscience/bloom) for pretraining & [xP3](https://huggingface.co/datasets/bigscience/xP3) for finetuning language proportions. It understands both pretraining & finetuning languages.
+
+### Intended use
+
+We recommend using the model to perform tasks expressed in natural language. For example, given the prompt "*Translate to English: Je t’aime.*", the model will most likely answer "*I love you.*". Some prompt ideas from our paper: 
+- 一个传奇的开端，一个不灭的神话，这不仅仅是一部电影，而是作为一个走进新时代的标签，永远彪炳史册。你认为这句话的立场是赞扬、中立还是批评?
+- Suggest at least five related search terms to "Mạng neural nhân tạo".
+- Write a fairy tale about a troll saving a princess from a dangerous dragon. The fairy tale is a masterpiece that has achieved praise worldwide and its moral is "Heroes Come in All Shapes and Sizes". Story (in Spanish):
+- Explain in a sentence in Telugu what is backpropagation in neural networks.
 
 ## Converted Models
 $MODELS$
@@ -89,7 +103,7 @@ Via pip: `pip install llm-rs`
 from llm_rs import AutoModel
 
 #Load the model, define any model you like from the list above as the `model_file`
-model = AutoModel.from_pretrained("rustformers/bloom-ggml",model_file="bloom-3b-q4_0-ggjt.bin")
+model = AutoModel.from_pretrained("rustformers/bloomz-ggml",model_file="bloomz-3b-q4_0-ggjt.bin")
 
 #Generate
 print(model.generate("The meaning of life is"))