replicate
ms2-peptide-replicate-retrieval
MS2 Peptide-Replicate-Retrieval Benchmark
A benchmark for evaluating spectrum-embedding models for tandem mass
spectrometry (MS2). It is a set of real experimental MS2 spectra, each labelled
with the peptide it was identified as (a peptide-spectrum match, PSM), pooled so
that every peptide is represented by many replicate acquisitions. The task:
does an embedding map replicate spectra of the same peptide close together?
15,649 spectra
1,000 unique peptide/charge labels (≈ 15… See the full description on the dataset page: https://huggingface.co/datasets/chrisagrams/ms2-peptide-replicate-retrieval.caner_replicateClassical Arabic Named Entity Recognition corpus as a new corpus of tagged data that can be useful for handling the issues in recognition of Arabic named entities.flux-layer-outputsA selection of Flux outputs generated by tweaking the strengths of different Flux layers. Generated using https://replicate.com/fofr/flux-dev-layers
Settings:
deis/beta sampler and scheduler
euler/simple sampler and scheduler
max shift 1.15, base shift 0.5
1024x1024
guidance scale 3
24 steps
seed 1001
Prompts:
a close up portrait photo of a woman
a post-apocalpytic abstract oil painting of a living room interior, doom
a minimal svg logo of a cat
a man and woman are standing together against… See the full description on the dataset page: https://huggingface.co/datasets/replicate/flux-layer-outputs.arch-resilience-lpi-260903T1715-alpaca-replicate400k-corpusreplicated_emotions
Dataset Summary
Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper.
This dataset is a processed form of "dair-ai/emotion" dataset. [https://huggingface.co/datasets/dair-ai/emotion]
In this one, I have replicated/duplicated the samples for minority classes so that all the emotion classes have [approximate] equal sample count.
dataset_info:
features:
name:… See the full description on the dataset page: https://huggingface.co/datasets/manojkumarvohra/replicated_emotions.replicate-training-datasets