An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

Top 1.2% on pypi.org
Top 0.3% downloads on pypi.org
Top 0.2% dependent packages on pypi.org
Top 0.2% dependent repos on pypi.org
Top 3.8% forks on pypi.org
Top 1.0% docker downloads on pypi.org

pypi.org : evaluate

HuggingFace community-driven open-source library of evaluation

Registry - Source - Documentation - JSON
purl: pkg:pypi/evaluate
Keywords: metrics , machine , learning , evaluate , evaluation , machine-learning
License: Apache-2.0
Latest release: 7 months ago
First release: over 5 years ago
Dependent packages: 222
Dependent repositories: 2,474
Downloads: 2,830,287 last month
Stars: 1,762 on GitHub
Forks: 215 on GitHub
Docker dependents: 161
Docker downloads: 24,936,750
Total Commits: 904
Committers: 128
Average commits per author: 7.063
Development Distribution Score (DDS): 0.873
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Last synced: about 8 hours ago

generate-sequences 0.0.9
A python package to generate from deep learning models
10 versions - Latest release: 10 months ago - 485 downloads last month - 0 stars on GitHub - 1 maintainer
tailwiz 0.0.24
24 versions - Latest release: 10 months ago - 427 downloads last month - 0 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
autogluon.multimodal 1.1.1
Fast and Accurate ML in 3 Lines of Code
995 versions - Latest release: 10 months ago - 3 dependent packages - 15 dependent repositories - 162 thousand downloads last month - 6,566 stars on GitHub - 1 maintainer
keycare 0.0.18
KeyCARE is a Python library designed for the unsupervised keyword extraction from biomedical docu...
18 versions - Latest release: 10 months ago - 403 downloads last month - 1 maintainer
h2ogpt 0.2.1
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports...
2 versions - Latest release: 11 months ago - 95 downloads last month - 11,767 stars on GitHub - 1 maintainer
aepo 0.1.6
Annotation Efficient Preference Optimization
4 versions - Latest release: 11 months ago - 206 downloads last month - 1 stars on GitHub - 1 maintainer
bleuscore 0.1.3
A fast bleu score calculator
4 versions - Latest release: 11 months ago - 658 downloads last month - 10 stars on GitHub - 1 maintainer
autodistill-distilbert 0.1.0
DistilBERT model for use with Autodistill
1 version - Latest release: 11 months ago - 62 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
jury 2.3.1
Evaluation toolkit for neural language generation.
23 versions - Latest release: 11 months ago - 1 dependent package - 2 dependent repositories - 876 downloads last month - 183 stars on GitHub - 1 maintainer
openseneca 0.1.1
OpenSeneca
6 versions - Latest release: 11 months ago - 174 downloads last month - 1 maintainer
Top 6.7% on pypi.org
deepsparse-nightly 1.8.0.20240502
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
150 versions - Latest release: 12 months ago - 3 dependent packages - 1 dependent repositories - 1.58 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
visualizing-training 1.0.0
Modelling Training Dynamics and Interpreting the dynamics
1 version - Latest release: 12 months ago - 56 downloads last month - 1 stars on GitHub - 1 maintainer
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.
14 versions - Latest release: 12 months ago - 463 downloads last month - 1,517 stars on GitHub - 1 maintainer
audioaugmentor 0.1.1
Python package for simple application of wide range of audio augmentations.
11 versions - Latest release: 12 months ago - 425 downloads last month - 4 stars on GitHub - 1 maintainer
that-nlp-library 0.2.2
Aim to be a convenient NLP library with the help from HuggingFace
15 versions - Latest release: 12 months ago - 534 downloads last month - 8 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
evals 3.0.1
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
12 versions - Latest release: 12 months ago - 1 dependent package - 1 dependent repositories - 3.6 thousand downloads last month - 15,898 stars on GitHub - 3 maintainers
aisploit 0.0.25
Tiny package designed to support red teams and penetration testers in exploiting large language m...
25 versions - Latest release: 12 months ago - 1.17 thousand downloads last month - 23 stars on GitHub - 1 maintainer
llm-blender 0.0.2
LLM-Blender, an innovative ensembling framework to attain consistently superior performance by le...
2 versions - Latest release: 12 months ago - 9.78 thousand downloads last month - 928 stars on GitHub - 1 maintainer
prompt2model 0.1.0
A library for distilling models from prompts.
10 versions - Latest release: 12 months ago - 388 downloads last month - 1,991 stars on GitHub - 1 maintainer
nixietune 0.0.7
A semantic search embedding model fine-tuning tool
5 versions - Latest release: about 1 year ago - 204 downloads last month - 2 stars on GitHub - 1 maintainer
query-package-documentation 0.0.3
A package to explore documentations
3 versions - Latest release: about 1 year ago - 103 downloads last month - 1 stars on GitHub - 1 maintainer
danoliterate 0.1.0
Benchmark of Generative Large Language Models in Danish
10 versions - Latest release: about 1 year ago - 348 downloads last month - 2 stars on GitHub - 1 maintainer
consistencybench 0.1.3
Tools and Techniques for Consistency Benchmarking
4 versions - Latest release: about 1 year ago - 1 dependent package - 160 downloads last month - 1 maintainer
llm-finetune 0.1.0
LLM Finetuning resource hub + toolkit
1 version - Latest release: about 1 year ago - 626 stars on GitHub - 1 maintainer
llm-tune-test 0.1.0
LLM Finetuning resource hub + toolkit
1 version - Latest release: about 1 year ago - 626 stars on GitHub - 1 maintainer
future-shot 0.0.1
FutureShot: Few-Shot Learning for high-dimensional classification problems
1 version - Latest release: about 1 year ago - 61 downloads last month - 4 stars on GitHub - 1 maintainer
llm-finetuning-hub 0.1.0
LLM Finetuning resource hub + toolkit
1 version - Latest release: about 1 year ago - 105 downloads last month - 626 stars on GitHub - 1 maintainer
hyfi-ml 0.2.0
HyFI-ML is a Python package that extends the Hydra Fast Interface (HyFI) framework with machine l...
2 versions - Latest release: about 1 year ago - 92 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
azureml-metrics 47.0.0
Contains the ML and non-Azure specific common code associated with AzureML metrics.
81 versions - Latest release: about 1 year ago - 2 dependent packages - 1 dependent repositories - 27.5 thousand downloads last month - 1 maintainer
nm-transformers 1.7.0.43401
State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
4 versions - Latest release: about 1 year ago - 3 dependent packages - 1 dependent repositories - 113 downloads last month - 9 stars on GitHub - 1 maintainer
gmrev 0.1.16
Librería para evaluar sistemas de generación mejorada por recuperación
43 versions - Latest release: about 1 year ago - 536 downloads last month - 0 stars on GitHub - 1 maintainer
nm-transformers-nightly 1.7.0.20240304
State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
37 versions - Latest release: about 1 year ago - 3 dependent packages - 223 downloads last month - 9 stars on GitHub - 1 maintainer
geniusrise-text 0.1.13
Text bolts for geniusrise
14 versions - Latest release: about 1 year ago - 436 downloads last month - 5 stars on GitHub - 1 maintainer
localcat 0.0.10 💰
Fine-tune Large Language Models locally.
6 versions - Latest release: about 1 year ago - 99 downloads last month - 0 stars on GitHub - 1 maintainer
llm-serve 0.0.1
An LLM inference solution to quickly deploy productive LLM service
1 version - Latest release: about 1 year ago - 45 downloads last month - 1 maintainer
autogluon-tonyhu-test.multimodal 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: about 1 year ago - 1 dependent package - 788 downloads last month - 8,039 stars on GitHub - 1 maintainer
geniusrise-audio 0.1.12
audio bolts for geniusrise
13 versions - Latest release: about 1 year ago - 387 downloads last month - 2 stars on GitHub - 1 maintainer
domino-code-assist 1.4.2
17 versions - Latest release: about 1 year ago - 26.5 thousand downloads last month - 3 maintainers
geniusrise-vision 0.1.5
Huggingface bolts for geniusrise
8 versions - Latest release: about 1 year ago - 276 downloads last month - 6 stars on GitHub - 1 maintainer
autogoal-transformers 0.8.4
transformers algorithm library wrapper for AutoGOAL
6 versions - Latest release: about 1 year ago - 245 downloads last month - 0 stars on GitHub - 1 maintainer
arthur-bench 0.3.1
validate models for production
6 versions - Latest release: about 1 year ago - 350 downloads last month - 406 stars on GitHub - 1 maintainer
codebook-features 0.1.2
Sparse and discrete interpretability tool for neural networks
3 versions - Latest release: about 1 year ago - 121 downloads last month - 61 stars on GitHub - 1 maintainer
separability 0.9.2
LLM Tools for looking at separability of LLM Capabilities
4 versions - Latest release: about 1 year ago - 1 dependent repositories - 192 downloads last month - 9 stars on GitHub - 1 maintainer
waffle-hub 0.3.1
Waffle hub
31 versions - Latest release: about 1 year ago - 1 thousand downloads last month - 40 stars on GitHub - 1 maintainer
ragchain 0.2.6
Build advanced RAG workflows with LLM, compatible with Langchain
13 versions - Latest release: over 1 year ago - 462 downloads last month - 279 stars on GitHub - 1 maintainer
nlpia2 0.0.42
Natural language processing utilities and examples for the book Natural Language Processing in Ac...
24 versions - Latest release: over 1 year ago - 1 dependent repositories - 701 downloads last month - 4 stars on gitlab.com - 3 maintainers
sevals 0.0.3
A framework for evaluating language models
4 versions - Latest release: over 1 year ago - 115 downloads last month - 0 stars on GitHub - 1 maintainer
mbr 0.2.0
Minimum Bayes risk decoding for Hugging Face Transformers
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 115 downloads last month - 57 stars on GitHub - 1 maintainer
pykoi 0.0.10
pykoi: Active learning in one unified interface
11 versions - Latest release: over 1 year ago - 1 dependent repositories - 348 downloads last month - 410 stars on GitHub - 1 maintainer
dbgpt-hub 0.3.1
DB-GPT-Hub: Text-to-SQL parsing with LLMs
2 versions - Latest release: over 1 year ago - 242 downloads last month - 1,742 stars on GitHub - 1 maintainer
openrl 0.2.0
unified reinforcement learning framework
24 versions - Latest release: over 1 year ago - 1 dependent package - 874 downloads last month - 720 stars on GitHub - 1 maintainer
newsframes 1.3.7 💰
Easy-to-use, high-quality identification of generic framing dimensions in English news articles
7 versions - Latest release: over 1 year ago - 212 downloads last month - 4 stars on GitHub - 1 maintainer
qkogpt 0.0.4
Quantized KoGPT
3 versions - Latest release: over 1 year ago - 92 downloads last month - 1 maintainer
sequence-classifier 0.1.4
5 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 208 downloads last month - 1 maintainer
pyatp 1.8.5
a iflytek ailab library ...
57 versions - Latest release: over 1 year ago - 572 downloads last month - 1 maintainer
clarinpl-embeddings 0.0.1rc7078377068125
Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initi...
117 versions - Latest release: over 1 year ago - 1 dependent repositories - 3.66 thousand downloads last month - 36 stars on GitHub - 1 maintainer
sig-networks 0.2.0
Neural networks for longitudinal NLP classification tasks.
2 versions - Latest release: over 1 year ago - 100 downloads last month - 4 stars on GitHub - 1 maintainer
nlpsig 0.2.2
Path signatures for Natural Language Processing.
4 versions - Latest release: over 1 year ago - 1 dependent package - 149 downloads last month - 4 stars on GitHub - 1 maintainer
easy-testing 0.2.2
Framework for testing
12 versions - Latest release: over 1 year ago - 544 downloads last month - 2 maintainers
dc-lms 1.0.0
3 versions - Latest release: over 1 year ago - 99 downloads last month - 17 stars on GitHub - 1 maintainer
optimum-deepsparse 0.1.0.dev1
Optimum DeepSparse is an extension of the Hugging Face Transformers library that integrates the D...
2 versions - Latest release: over 1 year ago - 3 dependent packages - 156 downloads last month - 3,130 stars on GitHub - 1 maintainer
fastrepl 0.0.25
Fast Run-Eval-Polish Loop for LLM App
25 versions - Latest release: over 1 year ago - 427 downloads last month - 0 stars on GitHub - 1 maintainer
elpis 0.2.2
A library to perform automatic speech recognition with huggingface transformers.
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 458 downloads last month - 3 stars on GitHub - 1 maintainer
kogitune 0.1
The Kogitune 🦊 LLM Project
1 version - Latest release: over 1 year ago - 59 downloads last month - 1 stars on GitHub - 1 maintainer
nutmegredundancysolver 0.0.13
13 versions - Latest release: over 1 year ago - 1 dependent package - 471 downloads last month - 1 maintainer
quasarx 0.0.2 💰
quasar - Pytorch
1 version - Latest release: over 1 year ago - 31 downloads last month - 8 stars on GitHub - 1 maintainer
indomain 0.0.5
Domain Adapted Language Modeling Toolkit - E2E RAG
7 versions - Latest release: over 1 year ago - 292 downloads last month - 263 stars on GitHub - 2 maintainers
geniusrise-huggingface 0.4.9 removed
Huggingface bolts for geniusrise
13 versions - Latest release: over 1 year ago - 286 downloads last month - 3 stars on GitHub - 1 maintainer
instruct-qa 0.0.2
Empirical evaluation of retrieval-augmented instruction-following models.
10 versions - Latest release: over 1 year ago - 211 downloads last month - 83 stars on GitHub - 2 maintainers
nlg-metricverse 0.9.9
An End-to-End Library for Evaluating Natural Language Generation.
8 versions - Latest release: over 1 year ago - 1 dependent repositories - 516 downloads last month - 91 stars on GitHub - 2 maintainers
Top 9.4% on pypi.org
jac-nlp 1.4.2
The Official Jaseci Code Repository
37 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.13 thousand downloads last month - 157 stars on GitHub - 1 maintainer
luna-nlg 1.0.0
Source code for the LUNA project
1 version - Latest release: over 1 year ago - 65 downloads last month - 12 stars on GitHub - 1 maintainer
xturing 0.1.8
Fine-tuning, evaluation and data generation for LLMs
19 versions - Latest release: over 1 year ago - 569 downloads last month - 1 maintainer
spice_agent 0.1.18
spice agent
19 versions - Latest release: over 1 year ago - 669 downloads last month - 1 maintainer
axlearn 0.0.1
AXLearn
3 versions - Latest release: over 1 year ago - 267 downloads last month - 142,992 stars on GitHub - 1 maintainer
fincompass 0.1.2 removed
A comprehensive toolkit for large model evaluation
2 versions - Latest release: over 1 year ago - 1 maintainer
nerblackbox 1.0.0
a high-level library for named entity recognition in python
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 534 downloads last month - 23 stars on GitHub - 1 maintainer
huggingface-tool 0.0.6
Toolkit for managing huggingface models and datasets
6 versions - Latest release: over 1 year ago - 227 downloads last month - 5 stars on GitHub - 1 maintainer
zyh 0.0.2
Easily show off amazing scripys by zyh
2 versions - Latest release: almost 2 years ago - 99 downloads last month - 0 stars on GitHub - 1 maintainer
llamatune 0.4.0
Haven's Tuning Library for LLM finetuning
8 versions - Latest release: almost 2 years ago - 210 downloads last month - 1 maintainer
textclassification 0.2.4 removed
Create Text Classification Fine-Tunning Model
3 versions - Latest release: almost 2 years ago - 9 downloads last month - 1 maintainer
stitchnet 0.2.2
3 versions - Latest release: almost 2 years ago - 117 downloads last month - 1 maintainer
llm-lens 0.0.0.3
llm-lens is a Python package for CV as NLP, where you can run very descriptive image modules on i...
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 186 downloads last month - 352 stars on GitHub - 2 maintainers
navigate-with-image-language-model 1.2
The package provides a pipeline that utilizes models like ClipSeg and StableDiffusion or ClipSeg ...
2 versions - Latest release: almost 2 years ago - 100 downloads last month - 1 maintainer
navigation-with-image-language-model 2.0 removed
The package provides a pipeline that utilizes models like ClipSeg and StableDiffusion or ClipSeg ...
2 versions - Latest release: almost 2 years ago - 1 maintainer
Top 9.5% on pypi.org
openicl 0.1.8
An open source framework for in-context learning.
9 versions - Latest release: almost 2 years ago - 2 dependent repositories - 373 downloads last month - 552 stars on GitHub - 1 maintainer
nlptest 1.5.0
John Snow Labs provides a library for delivering safe & effective NLP models.
41 versions - Latest release: almost 2 years ago - 1 dependent repositories - 637 downloads last month - 498 stars on GitHub - 2 maintainers
postocr-3stages 0.1.0
Post-OCR correction in 3 stages.
1 version - Latest release: almost 2 years ago - 65 downloads last month - 0 stars on GitHub - 1 maintainer
ifly-ailab 1.0.0
a iflytek ailab library ...
5 versions - Latest release: almost 2 years ago - 226 downloads last month - 1 maintainer
lmflow-finetune 0.0.3
LMFlow: Large Model Flow.
3 versions - Latest release: almost 2 years ago - 1 dependent repositories - 131 downloads last month - 8,170 stars on GitHub - 1 maintainer
lmflow-vision 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 53 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-diffusion 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 54 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-deploy 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 54 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-inference 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 55 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-evaluate 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 48 downloads last month - 8,170 stars on GitHub - 1 maintainer
lmflow-eval 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 52 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-inferencer 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 56 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-benchmark 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 45 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-pretrainer 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 51 downloads last month - 8,400 stars on GitHub - 1 maintainer
lmflow-pretrain 0.0.1
LMFlow: Large Model Flow.
1 version - Latest release: almost 2 years ago - 54 downloads last month - 8,400 stars on GitHub - 1 maintainer