An open API service for producing an overview of a list of open source projects.

awesome-llama: https://github.com/Picovoice/picollm

compression efficient-inference gemma generative-ai language-model language-models large-language-model llama llama2 llama3 llm llm-inference llms mistral mixtral model-compression natural-language-processing quantization self-hosted

Score: 15.432392693287607

Last synced: about 17 hours ago
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Repository metadata:

On-device LLM Inference Powered by X-Bit Quantization


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 11 days ago

Total Commits: 74
Total Committers: 10
Avg Commits per committer: 7.4
Development Distribution Score (DDS): 0.743

Commits in past year: 37
Committers in past year: 6
Avg Commits per committer in past year: 6.167
Development Distribution Score (DDS) in past year: 0.622

Name Email Commits
Ian i****n@p****i 19
matt200-ok m****w@p****i 12
picoliu l****u@p****i 11
Kwangsoo Yeo k****o@p****i 11
dependabot[bot] 4****] 9
Eric Mikulin E****k 6
Alireza Kenarsari a****a@p****i 3
chr1swill a****3@g****m 1
Albert Ho 8****o 1
Pouya Rostam p****a@p****i 1

Issue and Pull Request metadata

Last synced: 7 days ago

Total issues: 17
Total pull requests: 152
Average time to close issues: 11 days
Average time to close pull requests: 4 days
Total issue authors: 14
Total pull request authors: 10
Average comments per issue: 1.88
Average comments per pull request: 0.14
Merged pull request: 132
Bot issues: 0
Bot pull requests: 22

Past year issues: 6
Past year pull requests: 36
Past year average time to close issues: 3 days
Past year average time to close pull requests: 4 days
Past year issue authors: 5
Past year pull request authors: 6
Past year average comments per issue: 1.17
Past year average comments per pull request: 0.14
Past year merged pull request: 34
Past year bot issues: 0
Past year bot pull requests: 8

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/Picovoice/picollm

Top Issue Authors

  • jonahnm (3)
  • PrinceFroggy (2)
  • AlphaBlackout (1)
  • niutech (1)
  • bsudharsan-amalgam (1)
  • bepuzzled (1)
  • vimalsfdc (1)
  • frozentearz (1)
  • lksrz (1)
  • Yuizz (1)
  • river20250203 (1)
  • ishanvohra2 (1)
  • monomy001 (1)
  • donato-barossi (1)

Top Pull Request Authors

  • ksyeo1010 (31)
  • laves (31)
  • matt200-ok (25)
  • dependabot[bot] (22)
  • picoliu (19)
  • ErisMik (12)
  • albho (5)
  • mrrostam (4)
  • chr1swill (2)
  • kenarsa (1)

Top Issue Labels

  • bug (6)
  • documentation (3)
  • enhancement (2)

Top Pull Request Labels

  • dependencies (22)
  • javascript (8)

Package metadata

cocoapods.org: picoLLM-iOS

picoLLM Inference Engine

  • Homepage: https://github.com/Picovoice/picollm/tree/main/binding/ios
  • Documentation: https://cocoadocs.org/docsets/picoLLM-iOS/
  • Licenses: Apache 2.0
  • Latest release: 2.0.1 (published 17 days ago)
  • Last Synced: 2026-01-30T13:02:07.538Z (5 days ago)
  • Versions: 10
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 11.965%
    • Average: 27.133%
    • Dependent repos count: 42.3%
  • Maintainers (2)
nuget.org: picollm

picoLLM Inference Engine is a highly accurate and cross-platform SDK optimized for running compressed large language models.

  • Homepage: https://github.com/Picovoice/picollm
  • Licenses: Apache-2.0
  • Latest release: 2.0.0 (published about 2 months ago)
  • Last Synced: 2026-01-30T13:02:10.757Z (5 days ago)
  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,403 Total
  • Rankings:
    • Dependent repos count: 7.015%
    • Dependent packages count: 18.82%
    • Average: 27.269%
    • Downloads: 55.971%
  • Maintainers (1)
npmjs.org: @picovoice/picollm-node

Picovoice picoLLM Node.js binding

  • Homepage: https://picovoice.ai/products/picollm/
  • Licenses: Apache-2.0
  • Latest release: 2.0.0 (published about 2 months ago)
  • Last Synced: 2026-01-30T13:02:02.093Z (5 days ago)
  • Versions: 13
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 48 Last month
  • Rankings:
    • Dependent repos count: 28.802%
    • Downloads: 29.116%
    • Average: 33.26%
    • Dependent packages count: 41.862%
  • Maintainers (7)
pypi.org: picollmdemo

picoLLM Inference Engine demos

  • Homepage: https://github.com/Picovoice/picollm
  • Documentation: https://picollmdemo.readthedocs.io/
  • Licenses: Apache Software License
  • Latest release: 2.0.0 (published about 2 months ago)
  • Last Synced: 2026-01-30T13:02:00.950Z (5 days ago)
  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 106 Last month
  • Rankings:
    • Dependent packages count: 10.972%
    • Average: 36.376%
    • Dependent repos count: 61.78%
  • Maintainers (1)
pypi.org: picollm

picoLLM Inference Engine

  • Homepage: https://github.com/Picovoice/picollm
  • Documentation: https://picollm.readthedocs.io/
  • Licenses: Apache Software License
  • Latest release: 2.0.0 (published about 2 months ago)
  • Last Synced: 2026-01-30T13:02:02.041Z (5 days ago)
  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 228 Last month
  • Rankings:
    • Dependent packages count: 10.972%
    • Average: 36.376%
    • Dependent repos count: 61.78%
  • Maintainers (1)
npmjs.org: @picovoice/picollm-node-demo

Picovoice PicoLLM Node.js chat and completion demos

  • Homepage: https://picovoice.ai/products/picollm/
  • Licenses: Apache-2.0
  • Latest release: 1.3.1 (published 9 months ago)
  • Last Synced: 2026-01-30T13:01:59.747Z (5 days ago)
  • Versions: 13
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 17 Last month
  • Rankings:
    • Dependent repos count: 28.802%
    • Dependent packages count: 41.862%
    • Average: 42.173%
    • Downloads: 55.857%
  • Maintainers (7)

Dependencies

.github/workflows/nodejs-demos.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
.github/workflows/nodejs.yml actions
  • actions/checkout v3 composite
binding/nodejs/package.json npm
  • @types/jest ^27.4.1 development
  • @types/node ^18.11.9 development
  • @typescript-eslint/eslint-plugin ^5.19.0 development
  • @typescript-eslint/parser ^5.19.0 development
  • eslint ^8.13.0 development
  • eslint-plugin-jest ^27.1.6 development
  • jest ^27.5.1 development
  • mkdirp ^1.0.4 development
  • ncp ^2.0.0 development
  • npm-run-all ^4.1.5 development
  • prettier ^2.6.2 development
  • ts-jest ^27.1.3 development
  • typescript ^4.6.2 development
binding/nodejs/yarn.lock npm
  • 514 dependencies
demo/nodejs/package.json npm
  • @picovoice/picollm-node ~1.0.0
  • commander ^6.1.0
  • prettier ^2.6.2
demo/nodejs/yarn.lock npm
  • @picovoice/picollm-node 1.0.0
  • commander 6.2.1
  • prettier 2.8.8
.github/workflows/android-demos.yml actions
  • actions/checkout v3 composite
  • actions/setup-java v3 composite
.github/workflows/android-tests.yml actions
  • actions/checkout v3 composite
.github/workflows/c-codestyle.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/c-demos.yml actions
  • actions/checkout v3 composite
.github/workflows/ios-demos.yml actions
  • actions/checkout v3 composite
.github/workflows/ios-tests.yml actions
  • actions/checkout v3 composite
.github/workflows/java-codestyle.yml actions
  • actions/checkout v3 composite
  • actions/setup-java v3 composite
.github/workflows/link-check.yml actions
  • actions/checkout master composite
  • gaurav-nelson/github-action-markdown-link-check 1.0.14 composite
.github/workflows/nodejs-codesyle.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
.github/workflows/python-codestyle.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/python-demos.yml actions
  • actions/checkout v3 composite
.github/workflows/python.yml actions
  • actions/checkout v3 composite
.github/workflows/spell-check.yml actions
  • actions/checkout v4 composite
  • actions/setup-node v4 composite
.github/workflows/swift-codestyle.yml actions
  • actions/checkout v3 composite
  • norio-nomura/action-swiftlint 3.2.1 composite
.github/workflows/web-codestyle.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
.github/workflows/web-demos.yml actions
  • actions/checkout v3 composite
.github/workflows/web.yml actions
  • actions/checkout v3 composite
binding/ios/PicoLLMAppTest/Podfile cocoapods
  • picoLLM-iOS >= 0
binding/ios/PicoLLMAppTest/Podfile.lock cocoapods
  • picoLLM-iOS 1.0.0
demo/ios/Chat/Podfile cocoapods
  • picoLLM-iOS >= 0
demo/ios/Chat/Podfile.lock cocoapods
  • picoLLM-iOS 1.0.0
demo/ios/Completion/Podfile cocoapods
  • picoLLM-iOS >= 0
demo/ios/Completion/Podfile.lock cocoapods
  • picoLLM-iOS 1.0.0
binding/android/PicoLLM/build.gradle maven
binding/android/PicoLLM/picollm/build.gradle maven
binding/android/PicoLLMTestApp/build.gradle maven
binding/android/PicoLLMTestApp/picollm-test-app/build.gradle maven
  • ai.picovoice:picollm-android 0.0.1 implementation
  • androidx.appcompat:appcompat 1.3.1 implementation
  • androidx.constraintlayout:constraintlayout 2.1.4 implementation
  • com.google.code.gson:gson 2.10 implementation
demo/android/Chat/build.gradle maven
demo/android/Chat/picollm-chat-demo/build.gradle maven
  • androidx.appcompat:appcompat 1.3.1 implementation
  • androidx.constraintlayout:constraintlayout 2.1.1 implementation
  • com.google.android.material:material 1.4.0 implementation
  • com.google.code.gson:gson 2.8.9 implementation
demo/android/Completion/build.gradle maven
demo/android/Completion/picollm-completion-demo/build.gradle maven
  • androidx.appcompat:appcompat 1.3.1 implementation
  • androidx.constraintlayout:constraintlayout 2.1.1 implementation
  • com.google.android.material:material 1.4.0 implementation
  • com.google.code.gson:gson 2.8.9 implementation
binding/web/package.json npm
  • @babel/core ^7.21.3 development
  • @babel/plugin-transform-runtime ^7.21.0 development
  • @babel/preset-env ^7.20.2 development
  • @babel/runtime ^7.21.0 development
  • @rollup/plugin-babel ^6.0.3 development
  • @rollup/plugin-commonjs ^24.0.1 development
  • @rollup/plugin-node-resolve ^15.0.1 development
  • @rollup/plugin-terser ^0.4.0 development
  • @rollup/pluginutils ^5.0.2 development
  • @types/node ^18.11.9 development
  • @types/pv-xpu-web-worker ../../lib/wasm/dist/types/xpu_web_worker development
  • @typescript-eslint/eslint-plugin ^5.51.0 development
  • @typescript-eslint/parser ^5.51.0 development
  • async-mutex ^0.4.0 development
  • cross-env ^7.0.3 development
  • cypress ^12.8.1 development
  • eslint ^8.22.0 development
  • eslint-plugin-cypress ^2.12.1 development
  • npm-run-all ^4.1.5 development
  • prettier ^2.8.3 development
  • pv-xpu-web-worker ../../lib/wasm/dist/xpu_web_worker/esm development
  • rollup ^2.79.1 development
  • rollup-plugin-typescript2 ^0.34.1 development
  • rollup-plugin-web-worker-loader ^1.6.1 development
  • tslib ^2.5.0 development
  • typescript ^4.9.5 development
  • wasm-feature-detect ^1.5.0 development
  • @picovoice/web-utils ~1.4.0
binding/web/yarn.lock npm
  • 567 dependencies
demo/web/chat/package.json npm
  • http-server ^14.0.0 development
  • @picovoice/picollm-web ../../../binding/web
demo/web/chat/yarn.lock npm
  • @picovoice/picollm-web 0.1.0
  • @picovoice/web-utils 1.4.0
  • ansi-styles 4.3.0
  • async 2.6.4
  • basic-auth 2.0.1
  • call-bind 1.0.5
  • chalk 4.1.2
  • color-convert 2.0.1
  • color-name 1.1.4
  • commander 10.0.1
  • corser 2.0.1
  • debug 3.2.7
  • define-data-property 1.1.1
  • eventemitter3 4.0.7
  • follow-redirects 1.15.5
  • function-bind 1.1.2
  • get-intrinsic 1.2.2
  • gopd 1.0.1
  • has-flag 4.0.0
  • has-property-descriptors 1.0.1
  • has-proto 1.0.1
  • has-symbols 1.0.3
  • hasown 2.0.0
  • he 1.2.0
  • html-encoding-sniffer 3.0.0
  • http-proxy 1.18.1
  • http-server 14.1.1
  • iconv-lite 0.6.3
  • lodash 4.17.21
  • mime 1.6.0
  • minimist 1.2.8
  • mkdirp 0.5.6
  • ms 2.1.3
  • object-inspect 1.13.1
  • opener 1.5.2
  • portfinder 1.0.32
  • qs 6.11.2
  • requires-port 1.0.0
  • safe-buffer 5.1.2
  • safer-buffer 2.1.2
  • secure-compare 3.0.1
  • set-function-length 1.2.0
  • side-channel 1.0.4
  • supports-color 7.2.0
  • union 0.5.0
  • url-join 4.0.1
  • whatwg-encoding 2.0.0
demo/web/completion/package.json npm
  • http-server ^14.0.0 development
  • @picovoice/picollm-web ../../../binding/web
demo/web/completion/yarn.lock npm
  • @picovoice/picollm-web 0.1.0
  • @picovoice/web-utils 1.4.0
  • ansi-styles 4.3.0
  • async 2.6.4
  • basic-auth 2.0.1
  • call-bind 1.0.5
  • chalk 4.1.2
  • color-convert 2.0.1
  • color-name 1.1.4
  • commander 10.0.1
  • corser 2.0.1
  • debug 3.2.7
  • define-data-property 1.1.1
  • eventemitter3 4.0.7
  • follow-redirects 1.15.5
  • function-bind 1.1.2
  • get-intrinsic 1.2.2
  • gopd 1.0.1
  • has-flag 4.0.0
  • has-property-descriptors 1.0.1
  • has-proto 1.0.1
  • has-symbols 1.0.3
  • hasown 2.0.0
  • he 1.2.0
  • html-encoding-sniffer 3.0.0
  • http-proxy 1.18.1
  • http-server 14.1.1
  • iconv-lite 0.6.3
  • lodash 4.17.21
  • mime 1.6.0
  • minimist 1.2.8
  • mkdirp 0.5.6
  • ms 2.1.3
  • object-inspect 1.13.1
  • opener 1.5.2
  • portfinder 1.0.32
  • qs 6.11.2
  • requires-port 1.0.0
  • safe-buffer 5.1.2
  • safer-buffer 2.1.2
  • secure-compare 3.0.1
  • set-function-length 1.2.0
  • side-channel 1.0.4
  • supports-color 7.2.0
  • union 0.5.0
  • url-join 4.0.1
  • whatwg-encoding 2.0.0
binding/python/requirements.txt pypi
binding/python/setup.py pypi
demo/c/test/requirements.txt pypi
  • parameterized * test
demo/python/requirements.txt pypi
  • picollm ==1.0.0
demo/python/setup.py pypi
  • picollm ==1.0.0
binding/ios/picoLLM-iOS.podspec cocoapods