mauve

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MAUVE can vary greatly when computed with different K-Means random seeds

3

While using MAUVE in a real use case, I decided to compute MAUVE multiple times per comparison with different K-Means random seeds. I've noticed that the value of the MAUVE...

nostalgebraist

Hi, I made this modification to MAUVE during my MSc thesis, please see the updated README for details. If you find S-MAUVE interesting, feel free to include it in your...

samhedin

Questions regarding hidden states.

10

Hi, and thank you for the great paper. I have questions regarding https://github.com/krishnap25/mauve/blob/20613eecd7b084281ed4df9bfeee67d66cbfe5ee/src/mauve/utils.py#L120-L121 The activations in the final hidden layer is taken: `outs.hidden_states[-1]`, right? Is my understanding of why `sent_length`...

samhedin

10~1000 times speedup of Kmeans with pytorch+cuda

4

I found Kmeans in mauve.compute_mauve takes quite a long time, so i implemented Kmeans (with the same api to kmeans in sklearn) with pytorch and cuda, and replace the faiss.Kmeans...

zhangjf-nlp

OMP: Error #179: Function pthread_mutex_init failed

1

Hi, I'm using mauve in my project and pointing to already downloaded gpt2-large model. Below is the code: ``` import mauve mauve_results = mauve.compute_mauve(p_text=[reference.strip("\n").replace(",", "")], q_text=[response.strip("\n").replace(",", "")], featurize_model_name='pre_trained_models/mauve/gpt2-large').mauve ``` When...

kshiv05

Add KMeans on GPU

1

zhangjf-nlp