phi-2
AI model for general-purpose automation.
Model Description
ะ ะผะพะดะตะปะธ @cf/microsoft/phi-2 ะพัะฝะพัะธััั ะดะฒะฐ ัะทะปะฐ:
- phi-2 Prompt (preview)
- phi-2 With History (preview)
@cf/microsoft/phi-2. Phi-2 is a transformer-based model for next-word prediction trained on 1.4 T tokens derived from multiple runs on a mixture of synthetic and web data for NLP and coding. The model is one of the multi-purpose models for solving a wide range of natural language processing problems. The main areas of application of the model are:
1. Text generation - the model can be used for automatic generation of coherent text fragments based on input data.
2. Natural language understanding - the model is trained on a wide corpus of texts and can be used to understand the semantics and context of a text.
3. Text classification - the model can be used to classify text documents into different categories or properties.
4. Information Extraction - the model is capable of extracting structured information from unstructured text.
5. Question-answering systems - the model can be integrated into systems capable of answering questions using information from a knowledge base.
Example of launching a node
Let's run the phi-2 Prompt (preview) node to process the text and generate a response with parameters:
- User Prompt - Finish the sentence "The deserts of Australia are home to some amazing animals, but for example, ...โ;
- Max Tokens (Answer Size) - 256.
The output of the node execution is JSON:
- with a response to the
"response"request;
- with the status of the action
"success": true.
JSON
{ "result": { "errors": [], "messages": [], "result": { "response": "\n- homo sabaeus, the world's only publicly known natural man-made diamond\n- African wild dogs\n- desert tortoises\n- kangaroos\n- wallabies\n- dunnarts\n- emus\n- pygmy possums\n- quokkas\n- cane toads\n- bald eagles\n- four-horned antelopes\n- swooping falcons\n- caimans\n- blue oilbirds\n- northern brown bandicoots\n- potoroos\n- boodie\n- galah birds\n- long-nosed potoroos\n- green tree frogs\n- crested welcome swallows\n- honeyeaters\n- feather Tail Wallabies\n- kookaburras\n- magpie goose\n- Indian mynah birds\n- flame robins\n- little owl\n- woylie marsupial\n- firetails birds\n- turquoise doves\n- sandstone bridge parrots\n- stone curlews\n- sand monitor lizards\n- tammar wallabies\n- frog-mouth snakes\n- yellow-footed antechinus\n- common brushtail possums\n- quokkas\n- dunnarts\n- honeyeat" }, "success": true } }