Comparison
BELLE vs Amphion
Verdict
Pick BELLE if bELLE is an open-source Chinese dialogue large model project that focuses on making high-quality instruction-following language models accessible to everyone. It provides instruction training data, models, training code,; pick Amphion if amphion offers support for reproducible research in audio, music, and speech generation through Python dependencies and Docker images that junior researchers and engineers can readily use.
Markdown twin · BELLE alternatives · Amphion alternatives
GraphCanon updated Sep 20, 2026
8views this month
Trust & integrity
| Signal | BELLE | Amphion |
|---|---|---|
| Maintenance | Dormant (701d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (178d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-09-18 As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- BELLE
- Open-source Chinese dialogue large model
- Amphion
- A toolkit for Audio, Music, and Speech Generation to support reproducible research
Stars
- BELLE
- 8.3k
- Amphion
- 10k
Forks
- BELLE
- 755
- Amphion
- 851
Open issues
- BELLE
- 106
- Amphion
- 175
Language
- BELLE
- HTML
- Amphion
- Python
Adopt for
- BELLE
- BELLE is an open-source Chinese dialogue large model project that focuses on making high-quality instruction-following language models accessible to everyone. It provides instruction training data, models, training code,
- Amphion
- Amphion offers support for reproducible research in audio, music, and speech generation through Python dependencies and Docker images that junior researchers and engineers can readily use.
Persona
- BELLE
- -
- Amphion
- -
Runtime
- BELLE
- -
- Amphion
- -
License
- BELLE
- BELLE is licensed under Apache-2.0, allowing for free use, modification, and distribution.
- Amphion
- MIT
Last pushed
- BELLE
- Oct 16, 2024
- Amphion
- Mar 25, 2026
Categories
- BELLE
- Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training, Speech & Audio
- Amphion
- Speech & Audio
Trust and health
Maintenance
- BELLE
- Dormant (18%)
- Amphion
- Slowing (36%)
Days since push
- BELLE
- 701d
- Amphion
- 178d
Open issues (now)
- BELLE
- 106
- Amphion
- 175
Stars delta
- BELLE
- -10 (30d)
- Amphion
- +330 (30d)
OSV dependency advisories
- BELLE
- No published findings from this source as of 2026-09-18
- Amphion
- No lockfile (source not queried)
Full report
- BELLE
- Trust report
- Amphion
- Trust report
Choose BELLE if…
- BELLE is primarily HTML; Amphion is Python.
- License: BELLE is Apache-2.0, Amphion is MIT.
- Requirements: Min 8 GB RAM; Requires Docker; BELLE requires Docker for running the environment.; Ensure you have sufficient computational resources for training and inference..
- Tags unique to BELLE: bloom, chinese-nlp, gpt-evaluation, gpt-q.
- Also covers Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training.
- Use BELLE when you need a Chinese-specific large language model that has been optimized for instruction-following tasks.
When NOT to use BELLE
- Avoid BELLE if your project requires a language model that is not focused on Chinese, as it is specifically optimized for the Chinese language.
- Do not use BELLE if you need a model that is trained on a diverse set of data beyond Chinese dialogue, as it primarily uses data generated by ChatGPT.
- BELLE may not be suitable if you require a model that has not been fine-tuned on high-quality dialogue data, as it emphasizes instruction-following capabilities.
Choose Amphion if…
- Amphion is primarily Python; BELLE is HTML.
- License: Amphion is MIT, BELLE is Apache-2.0.
- Tags unique to Amphion: audio-generation, music-generation, singing-voice-conversion, speech-synthesis.
- Amphion ships Docker support for self-hosted deployment.
- When you are new to the field of audio, music, or speech generation and seeking a toolkit that simplifies setup with Python dependencies and Docker images.
When NOT to use Amphion
- If you require advanced customization beyond what the provided Python packages offer, since Amphion caters more to getting started quickly without deep configuration.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (LianjiaTech/BELLE) · observed Sep 20, 2026
- GitHub forks (LianjiaTech/BELLE) · observed Sep 20, 2026
- Last push (LianjiaTech/BELLE) · observed Oct 16, 2024
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (open-mmlab/Amphion) · observed Sep 20, 2026
- GitHub forks (open-mmlab/Amphion) · observed Sep 20, 2026
- Last push (open-mmlab/Amphion) · observed Mar 25, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: BELLE 8.3k · Amphion 10k (synced Sep 20, 2026).
Common questions
- What is the difference between BELLE and Amphion?
- BELLE: Open-source Chinese dialogue large model. Amphion: A toolkit for Audio, Music, and Speech Generation to support reproducible research. See the comparison table for live GitHub stats and shared categories.
- When should I choose BELLE over Amphion?
- Choose BELLE over Amphion when BELLE is primarily HTML; Amphion is Python; License: BELLE is Apache-2.0, Amphion is MIT; Requirements: Min 8 GB RAM; Requires Docker; BELLE requires Docker for running the environment.; Ensure you have sufficient computational resources for training and inference.; Tags unique to BELLE: bloom, chinese-nlp, gpt-evaluation, gpt-q; Also covers Computer Vision, Evaluation & Observability, LLM Frameworks, Model Training; Use BELLE when you need a Chinese-specific large language model that has been optimized for instruction-following tasks.
- When should I choose Amphion over BELLE?
- Choose Amphion over BELLE when Amphion is primarily Python; BELLE is HTML; License: Amphion is MIT, BELLE is Apache-2.0; Tags unique to Amphion: audio-generation, music-generation, singing-voice-conversion, speech-synthesis; Amphion ships Docker support for self-hosted deployment; When you are new to the field of audio, music, or speech generation and seeking a toolkit that simplifies setup with Python dependencies and Docker images.
- When should I avoid BELLE?
- Avoid BELLE if your project requires a language model that is not focused on Chinese, as it is specifically optimized for the Chinese language. Do not use BELLE if you need a model that is trained on a diverse set of data beyond Chinese dialogue, as it primarily uses data generated by ChatGPT. BELLE may not be suitable if you require a model that has not been fine-tuned on high-quality dialogue data, as it emphasizes instruction-following capabilities.
- When should I avoid Amphion?
- If you require advanced customization beyond what the provided Python packages offer, since Amphion caters more to getting started quickly without deep configuration.
- Is BELLE or Amphion more popular on GitHub?
- Amphion has more GitHub stars (10,303 vs 8,270). Stars measure visibility, not whether either tool fits your constraints.
- Are BELLE and Amphion open source?
- Yes - both are open-source projects on GitHub (BELLE: Apache-2.0, Amphion: MIT).
- Where can I find alternatives to BELLE or Amphion?
- GraphCanon lists graph-backed alternatives at BELLE alternatives and Amphion alternatives (BELLE markdown twin, Amphion 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, BELLE or Amphion?
- BELLE: Dormant. Amphion: Slowing. 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 BELLE and Amphion?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: BELLE trust report; Amphion trust report.