Video Knowledge Tester: Question Generation using FLAN-T5-XXL and LangChain This project builds a question-generation system using the flan-t5-xxl model via HuggingFace. The core logic leverages LangChain's LLMChain to incorporate the transcript into a pre-designed prompt for generating context-awar...
Note, however, that this adaptation is limited, since the additional pre-training will have to be carried out within the precision of the original model. For example, if the model's weights are in FP32 (which is the case with the FLAN-T5), training will not be as fast as with the ...
task_type=TaskType.SEQ_2_SEQ_LM, inference_mode=False, r=8, lora_alpha=32, lora_dropout=0.1) model = AutoModelForSeq2SeqLM.from_pretrained(model_name_or_path) model = get_peft_model(model, peft_config) model.print_trainable_parameters()# output: trainable params: 2359296 || all param...
最新大型语言模型 (LLM) 研究成果展示了卓越的学习和推理能力,它们非常适合选择、合成和执行外部专家模型来处理复杂任务。 这些LLM,例如GPT-3、LLaMA和Flan-T5能够准确理解文本意图并生成上下文连续的输出。这为它们在多模态复杂任务中的应用开辟了新的可能,例如图像和文本处理,以及领域特定知识的集成。「在这个过程中,...
Flan T5 Open Elm models ChatGLM3-6b+ChatGLM4-9b+GLMEdge-1.5b+GLMEdge-4b SmolLM EXAONE-3.0-7.8B-Instruct FalconMamba Models Jais Bielik-11B-v2.3 RWKV-6 QRWKV-6 GigaChat-20B-A3B Multimodal LLaVA 1.5 models,LLaVA 1.6 models
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning. - FranxYao/FlanT5-CoT-Specialization
python main.py mmlu --model_name llama --model_path chavinlo/alpaca-native # 0.4163936761145136 python main.py mmlu --model_name seq_to_seq --model_path google/flan-t5-xl # 0.49252243270189433 Evaluate onBig Bench Hard(BBH) which includes 23 challenging tasks for which PaLM (540B) performs...
machine-learningdeploymentinferencepytorchartificial-intelligencellamawhispergemmamistralopenai-apillmflan-t5chatglmllamacppvllmggmlwizardlmqwenllama3glm4 UpdatedApr 12, 2025 Python LostRuins/koboldcpp Star7k Code Issues Pull requests Discussions Run GGUF models easily with a KoboldAI UI. One File. Zero...
nlpunit-testingfalconclassificationsummarizationloranlp-machine-learningzephyrfine-tuningfinetuningablation-studylarge-language-modelsflan-t5redpajamaqlorallm-testllama2mistral-7b UpdatedOct 25, 2024 Python guokr/swagger-py-codegen Star554 Code Issues ...
In this we explore the large language models like Pegasus ,ERNIE and T5 Large pegasust5-modelllmst5-baset5-large UpdatedAug 9, 2024 Jupyter Notebook Finetuned FLAN-T5 to translate English to Hawaiian Pidgin nlplanguagetranslationpidgintransformershawaiienglishtransformert5t5-modelpidgin-biblellmt5-ba...