Model reference · open weights
DialoGPT-medium is an open-weight language model from microsoft, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
A State-of-the-Art Large-scale Pretrained Response generation model (DialoGPT) DialoGPT is a SOTA large-scale pretrained dialogue response generation model for multiturn conversations. The human evaluation results indicate that the response generated from DialoGPT is comparable to human response quality under a single-turn conversation Turing test. The model is trained on 147M multi-turn dialogue from Reddit discussion thread. Multi-turn generation examples from an interactive environment: Please find the information about preprocessing, training and full details of the DialoGPT in the original DialoGPT repository ArXiv paper: https://arxiv.org/abs/1911.00536 How to use Now we are ready to try out how the model works as a chatting partner!
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | microsoft |
|---|---|
| Type | Language models |
| Variants | 1 |
| Runs with | transformers |
| Released | 2022-03-02 |
| Popularity | 169k downloads / month |
| Likes | 439 |
| Licence | Open weights |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| DialoGPT-medium | — | BF16 | — | — | Weights ↗ |
Using it via the API
Once AxForge deploys dialogpt-medium for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (dialogpt-medium below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/chat/completions \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"dialogpt-medium","messages":[{"role":"user","content":"Hello"}]}'
Licence
Open weights under mit — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗