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Eladlev / AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration
Apache License 2.0
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How to support Qwen? #54

Open uana777 opened 3 months ago

uana777 commented 3 months ago

config/config_default.yml

  llm:
      type: 'HuggingFacePipeline'
      name: 'Qwen-14B-Chat'
      max_new_tokens: 4096

cammand:

python run_pipeline.py \ --prompt "Does this movie review contain a spoiler? answer Yes or No" \ --task_description "Assistant is an expert classifier that will classify a movie review, and let the user know if it contains a spoiler for the reviewed movie or not." \ --num_steps 30

result: Loading checkpoint shards: 100%|██████████████████████████████████████████████████████████████| 15/15 [00:07<00:00, 1.96it/s]Using pad_token, but it is not set yet. The model 'QWenLMHeadModel' is not supported for text-generation. Supported models are ['BartForCausalLM', 'BertLMHeadModel', 'BertGenerationDecoder', 'BigBirdForCausalLM', 'BigBirdPegasusForCausalLM', 'BioGptForCausalLM', 'BlenderbotForCausalLM', 'BlenderbotSmallForCausalLM', 'BloomForCausalLM', 'CamembertForCausalLM', 'CodeGenForCausalLM', 'CpmAntForCausalLM', 'CTRLLMHeadModel', 'Data2VecTextForCausalLM', 'ElectraForCausalLM', 'ErnieForCausalLM', 'FalconForCausalLM', 'GitForCausalLM', 'GPT2LMHeadModel', 'GPT2LMHeadModel', 'GPTBigCodeForCausalLM', 'GPTNeoForCausalLM', 'GPTNeoXForCausalLM', 'GPTNeoXJapaneseForCausalLM', 'GPTJForCausalLM', 'LlamaForCausalLM', 'MarianForCausalLM', 'MBartForCausalLM', 'MegaForCausalLM', 'MegatronBertForCausalLM', 'MptForCausalLM', 'MusicgenForCausalLM', 'MvpForCausalLM', 'OpenLlamaForCausalLM', 'OpenAIGPTLMHeadModel', 'OPTForCausalLM', 'PegasusForCausalLM', 'PLBartForCausalLM', 'ProphetNetForCausalLM', 'QDQBertLMHeadModel', 'ReformerModelWithLMHead', 'RemBertForCausalLM', 'RobertaForCausalLM', 'RobertaPreLayerNormForCausalLM', 'RoCBertForCausalLM', 'RoFormerForCausalLM', 'RwkvForCausalLM', 'Speech2Text2ForCausalLM', 'TransfoXLLMHeadModel', 'TrOCRForCausalLM', 'XGLMForCausalLM', 'XLMWithLMHeadModel', 'XLMProphetNetForCausalLM', 'XLMRobertaForCausalLM', 'XLMRobertaXLForCausalLM', 'XLNetLMHeadModel', 'XmodForCausalLM'].

Is that not support Qwen? The "text-generation" means??

Eladlev commented 3 months ago

We are using langchain pipeline and it seems that there is an issue with the model prompt template: https://github.com/PromtEngineer/localGPT/issues/340