Comparison
ColossalAI vs VirtualWife
Verdict
Pick ColossalAI when license: ColossalAI is Apache-2.0, VirtualWife is MIT; pick VirtualWife when license: VirtualWife is MIT, ColossalAI is Apache-2.0.
Markdown twin · ColossalAI alternatives · VirtualWife alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | ColossalAI | VirtualWife |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Dormant (626d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No published findings from this source as of 2026-07-15 As of today · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- ColossalAI
- Making large AI models cheaper, faster and more accessible
- VirtualWife
- VirtualWife是一个虚拟数字人项目，支持B站直播，支持openai、ollama
Stars
- ColossalAI
- 41k
- VirtualWife
- 2.9k
Forks
- ColossalAI
- 4.5k
- VirtualWife
- 442
Open issues
- ColossalAI
- 499
- VirtualWife
- 45
Language
- ColossalAI
- Python
- VirtualWife
- Python
Adopt for
- ColossalAI
- ColossalAI is a Python library that leverages advanced parallelism techniques for more efficient and cost-effective development of large-scale AI models.
- VirtualWife
- -
Persona
- ColossalAI
- -
- VirtualWife
- -
Runtime
- ColossalAI
- -
- VirtualWife
- -
License
- ColossalAI
- Apache-2.0
- VirtualWife
- MIT
Last pushed
- ColossalAI
- Jul 13, 2026
- VirtualWife
- Oct 27, 2024
Categories
- ColossalAI
- Inference & Serving, Model Training
- VirtualWife
- Inference & Serving
Trust and health
Maintenance
- ColossalAI
- Very active (96%)
- VirtualWife
- Dormant (18%)
Days since push
- ColossalAI
- 0d
- VirtualWife
- 626d
Open issues (now)
- ColossalAI
- 499
- VirtualWife
- 45
Owner type
- ColossalAI
- Organization
- VirtualWife
- User
OSV dependency advisories
- ColossalAI
- No lockfile (source not queried)
- VirtualWife
- No published findings from this source as of 2026-07-15
Full report
- ColossalAI
- Trust report
- VirtualWife
- Trust report
Choose ColossalAI if…
- License: ColossalAI is Apache-2.0, VirtualWife is MIT.
- Tags unique to ColossalAI: ai, big model, data-parallelism, deep-learning.
- Also covers Model Training.
- You require handling extremely large AI models with massive context windows, such as over 2M tokens.
When NOT to use ColossalAI
- You are working in an environment that does not support Linux OS, as ColossalAI currently offers no support for other operating systems.
- Your current CUDA version is less than 11.0 or your GPU compute capability is below 7.0 (pre-V100/RTX20 series).
- You cannot satisfy the minimum hardware and software requirements specified, such as PyTorch >= 2.2 and Python >= 3.7.
Choose VirtualWife if…
- License: VirtualWife is MIT, ColossalAI is Apache-2.0.
- Tags unique to VirtualWife: chatgpt, docker, gpt, nodejs.
- Leaner open-issue backlog (45).
When NOT to use VirtualWife
- Last GitHub push was 626 days ago (dormant maintenance, Oct 27, 2024). Validate activity before betting a new project on VirtualWife.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (hpcaitech/ColossalAI) · observed Jul 14, 2026
- GitHub forks (hpcaitech/ColossalAI) · observed Jul 14, 2026
- Last push (hpcaitech/ColossalAI) · observed Jul 13, 2026
- License file (Apache-2.0) · observed Jul 14, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (yakami129/VirtualWife) · observed Jul 15, 2026
- GitHub forks (yakami129/VirtualWife) · observed Jul 15, 2026
- Last push (yakami129/VirtualWife) · observed Oct 27, 2024
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: ColossalAI 41k · VirtualWife 2.9k (synced Jul 14, 2026).
Common questions
- What is the difference between ColossalAI and VirtualWife?
- ColossalAI: Making large AI models cheaper, faster and more accessible. VirtualWife: VirtualWife是一个虚拟数字人项目，支持B站直播，支持openai、ollama. See the comparison table for live GitHub stats and shared categories.
- When should I choose ColossalAI over VirtualWife?
- Choose ColossalAI over VirtualWife when License: ColossalAI is Apache-2.0, VirtualWife is MIT; Tags unique to ColossalAI: ai, big model, data-parallelism, deep-learning; Also covers Model Training; You require handling extremely large AI models with massive context windows, such as over 2M tokens.
- When should I choose VirtualWife over ColossalAI?
- Choose VirtualWife over ColossalAI when License: VirtualWife is MIT, ColossalAI is Apache-2.0; Tags unique to VirtualWife: chatgpt, docker, gpt, nodejs; Leaner open-issue backlog (45).
- When should I avoid ColossalAI?
- You are working in an environment that does not support Linux OS, as ColossalAI currently offers no support for other operating systems. Your current CUDA version is less than 11.0 or your GPU compute capability is below 7.0 (pre-V100/RTX20 series). You cannot satisfy the minimum hardware and software requirements specified, such as PyTorch >= 2.2 and Python >= 3.7.
- When should I avoid VirtualWife?
- Last GitHub push was 626 days ago (dormant maintenance, Oct 27, 2024). Validate activity before betting a new project on VirtualWife. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is ColossalAI or VirtualWife more popular on GitHub?
- ColossalAI has more GitHub stars (41,413 vs 2,870). Stars measure visibility, not whether either tool fits your constraints.
- Are ColossalAI and VirtualWife open source?
- Yes - both are open-source projects on GitHub (ColossalAI: Apache-2.0, VirtualWife: MIT).
- Where can I find alternatives to ColossalAI or VirtualWife?
- GraphCanon lists graph-backed alternatives at ColossalAI alternatives and VirtualWife alternatives (ColossalAI markdown twin, VirtualWife markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, ColossalAI or VirtualWife?
- ColossalAI: Very active. VirtualWife: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for ColossalAI and VirtualWife?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ColossalAI trust report; VirtualWife trust report.