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
JSON representation
Repository metadata:
On-device LLM Inference Powered by X-Bit Quantization
- Host: GitHub
- URL: https://github.com/Picovoice/picollm
- Owner: Picovoice
- License: apache-2.0
- Created: 2024-04-09T21:23:22.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2026-01-26T23:59:47.000Z (9 days ago)
- Last Synced: 2026-01-31T03:54:06.822Z (5 days ago)
- Topics: 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
- Language: Python
- Homepage: https://picovoice.ai/
- Size: 97.8 MB
- Stars: 278
- Watchers: 9
- Forks: 15
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: Picovoice
- Login: Picovoice
- Email: hello@picovoice.ai
- Kind: organization
- Description: Edge Voice AI Platform
- Website: https://picovoice.ai
- Location: Vancouver, Canada
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/37164515?v=4
- Repositories: 28
- Last Synced at: 2023-03-01T20:55:13.334Z
- Profile URL: https://github.com/Picovoice
GitHub Events
Total
- Create event: 55
- Delete event: 49
- Fork event: 6
- Issue comment event: 21
- Issues event: 12
- Pull request event: 65
- Pull request review comment event: 4
- Pull request review event: 32
- Push event: 192
- Release event: 3
- Watch event: 87
- Total: 526
Last Year
- Create event: 32
- Delete event: 32
- Fork event: 6
- Issue comment event: 10
- Issues event: 10
- Pull request event: 42
- Pull request review comment event: 4
- Pull request review event: 16
- Push event: 112
- Release event: 1
- Watch event: 55
- Total: 320
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 | 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
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
- Total packages: 6
-
Total downloads:
- npm: 65 last-month
- pypi: 334 last-month
- nuget: 1,403 total
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 63
- Total maintainers: 10
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
- actions/checkout v3 composite
- actions/setup-node v3 composite
- actions/checkout v3 composite
- @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
- 514 dependencies
- @picovoice/picollm-node ~1.0.0
- commander ^6.1.0
- prettier ^2.6.2
- @picovoice/picollm-node 1.0.0
- commander 6.2.1
- prettier 2.8.8
- actions/checkout v3 composite
- actions/setup-java v3 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- actions/setup-java v3 composite
- actions/checkout master composite
- gaurav-nelson/github-action-markdown-link-check 1.0.14 composite
- actions/checkout v3 composite
- actions/setup-node v3 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- actions/checkout v4 composite
- actions/setup-node v4 composite
- actions/checkout v3 composite
- norio-nomura/action-swiftlint 3.2.1 composite
- actions/checkout v3 composite
- actions/setup-node v3 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- picoLLM-iOS >= 0
- picoLLM-iOS 1.0.0
- picoLLM-iOS >= 0
- picoLLM-iOS 1.0.0
- picoLLM-iOS >= 0
- picoLLM-iOS 1.0.0
- 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
- 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
- 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
- @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
- 567 dependencies
- http-server ^14.0.0 development
- @picovoice/picollm-web ../../../binding/web
- @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
- http-server ^14.0.0 development
- @picovoice/picollm-web ../../../binding/web
- @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
- parameterized * test
- picollm ==1.0.0
- picollm ==1.0.0