Questions tagged [blenderbot]

9 questions
4
votes
1 answer

Fine Tuning Blenderbot

I have been trying to fine-tune a conversational model of HuggingFace: Blendebot. I have tried the conventional method given on the official hugging face website which asks us to do it using the trainer.train() method. I also tried it using the…
2
votes
1 answer

Chatbot using Huggingface Transformers

I would like to use Huggingface Transformers to implement a chatbot. Currently, I have the code shown below. The transformer model already takes into account the history of past user input. Is there something else (additional code) I have to take…
machinery
  • 5,972
  • 12
  • 67
  • 118
2
votes
0 answers

Is there a way for a closed domain chatbot to build using seq2seq, generative modeling or other methods like RNNs?

Let's say I have a closed-domain chatbot, and it's knowledge base is in Finance. Thus, of course I want the chatbot to answer questions that the user might have like, "How is the best way to save money?", or "What are my spending habits like the…
2
votes
2 answers

How to run a ParlAI Blender chat bot?

I wish to play with the Blender chatbot, but most of scripts on the Quick Start or Recipes pages won't work. For example From https://parl.ai/projects/recipes/ python parlai/scripts/safe_interactive.py -t blended_skill_talk -mf…
Lutosław
  • 606
  • 7
  • 24
2
votes
0 answers

Train and test custom dataset in Facebook BlenderBot chatbot

Hope you all are having a good day. I am working on Facebook BlenderBot Chatbot. I want to train and test my custom dataset which is in text file with text, label and episode done fields. I have created my custom dataset and added that task into…
1
vote
1 answer

Running blenderbot-3B model locally does not provide same result as on Inference API

I tried the facebook/blenderbot-3B model using the Hosted Inference API and it works pretty well (https://huggingface.co/facebook/blenderbot-3B). Now I tried to use it locally with the Python script shown below. The created responses are much worse…
BlackHawk
  • 719
  • 1
  • 6
  • 18
0
votes
1 answer

Installation issue while installing ParlAI (Blenderbot2)

need your help with an installation issue. I am running a Ubuntu 20.4 machine and trying to install BlederBot2. https://github.com/facebookresearch/ParlAIe Using the following commands pip install parlai cd ~/ParlAI; python setup.py develop It…
user1144596
  • 2,068
  • 8
  • 36
  • 56
0
votes
1 answer

How to set Blenderbot2 search server in google collab?

I have a blenderbot2 notebook in google collab (https://colab.research.google.com/drive/1ShpZlXMslxdS56OmNfvanqZT-3TRUuLf#scrollTo=u6BYFz39ynHF) I run blenderbot2 using the following interactive mode !parlai interactive -mf…
somethingstrang
  • 1,079
  • 2
  • 14
  • 29
0
votes
0 answers

Im having Trouble with Parlai blenderbot on google collab

I am having difficulty running blenderbot on google collab. Is this a good platform to use this code on? What else will need to be installed on my device?
JRDAG
  • 11