Comparison
starcoder vs DeepLearningExamples
Verdict
Pick starcoder if starcoder, under Apache-2.0 license, provides tools for installation and usage of StarCoder, supporting both fine-tuning and inference processes; pick DeepLearningExamples if curated facts for DeepLearningExamples, tailored to its unique features and offerings.
Markdown twin · starcoder alternatives · DeepLearningExamples alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | starcoder | DeepLearningExamples |
|---|---|---|
| Maintenance | Dormant (890d since push) As of 2w · github_public_v1 | Dormant (734d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- starcoder
- Home of StarCoder: fine-tuning & inference!
- DeepLearningExamples
- State-of-the-Art Deep Learning scripts for various applications
Stars
- starcoder
- 7.5k
- DeepLearningExamples
- 15k
Forks
- starcoder
- 525
- DeepLearningExamples
- 3.4k
Open issues
- starcoder
- 103
- DeepLearningExamples
- 321
Language
- starcoder
- Python
- DeepLearningExamples
- Jupyter Notebook
Adopt for
- starcoder
- Starcoder, under Apache-2.0 license, provides tools for installation and usage of StarCoder, supporting both fine-tuning and inference processes.
- DeepLearningExamples
- Curated facts for DeepLearningExamples, tailored to its unique features and offerings.
Persona
- starcoder
- -
- DeepLearningExamples
- -
Runtime
- starcoder
- -
- DeepLearningExamples
- -
License
- starcoder
- Apache-2.0
- DeepLearningExamples
- -
Last pushed
- starcoder
- Feb 27, 2024
- DeepLearningExamples
- Aug 12, 2024
Categories
- starcoder
- Inference & Serving, Model Training
- DeepLearningExamples
- Inference & Serving, Model Training
Trust and health
Days since push
- starcoder
- 890d
- DeepLearningExamples
- 734d
Open issues (now)
- starcoder
- 103
- DeepLearningExamples
- 321
Stars delta
- starcoder
- Unknown
- DeepLearningExamples
- +14 (30d)
Open issues delta
- starcoder
- Unknown
- DeepLearningExamples
- -1 (30d)
OSV dependency advisories
- starcoder
- Published findings
- DeepLearningExamples
- No lockfile (source not queried)
Full report
- starcoder
- Trust report
- DeepLearningExamples
- Trust report
Choose starcoder if…
- starcoder is primarily Python; DeepLearningExamples is Jupyter Notebook.
- Tags unique to starcoder: conda, fine-tuning, inference, pip.
- When you need to perform inference tasks on a model that can be managed within hardware constraints such as FP16 or BF16 formats in about 30GB of RAM
When NOT to use starcoder
- Avoid if your environment lacks resources and you cannot meet the minimum memory requirement even in an 8-bit precision mode which needs under 20GB RAM
- If you seek a tool that does not rely heavily on setup instructions guided by specific frameworks such as Hugging Face Transformers or PyTorch
Choose DeepLearningExamples if…
- DeepLearningExamples is primarily Jupyter Notebook; starcoder is Python.
- Tags unique to DeepLearningExamples: computer-vision, deep-learning, drug-discovery, forecasting.
- The NVIDIA GPU Cloud (NGC) Container Registry that integrates with this tool offers the latest updates every month along with rigorous quality assurance.
When NOT to use DeepLearningExamples
- Avoid using DeepLearningExamples if you do not have access to NVIDIA GPUs, as it is heavily optimized for these specific hardware configurations to provide maximum utilization of Tensor Cores.
- If your project requires frameworks that are less common (e.g., MXNet or PaddlePaddle) without the same level of support as PyTorch and TensorFlow on this platform, consider other repositories that n
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bigcode-project/starcoder) · observed Aug 5, 2026
- GitHub forks (bigcode-project/starcoder) · observed Aug 5, 2026
- Last push (bigcode-project/starcoder) · observed Feb 27, 2024
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (NVIDIA/DeepLearningExamples) · observed Aug 17, 2026
- GitHub forks (NVIDIA/DeepLearningExamples) · observed Aug 17, 2026
- Last push (NVIDIA/DeepLearningExamples) · observed Aug 12, 2024
- License file (unknown) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: starcoder 7.5k · DeepLearningExamples 15k (synced Aug 5, 2026).
Common questions
- What is the difference between starcoder and DeepLearningExamples?
- starcoder: Home of StarCoder: fine-tuning & inference!. DeepLearningExamples: State-of-the-Art Deep Learning scripts for various applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose starcoder over DeepLearningExamples?
- Choose starcoder over DeepLearningExamples when starcoder is primarily Python; DeepLearningExamples is Jupyter Notebook; Tags unique to starcoder: conda, fine-tuning, inference, pip; When you need to perform inference tasks on a model that can be managed within hardware constraints such as FP16 or BF16 formats in about 30GB of RAM.
- When should I choose DeepLearningExamples over starcoder?
- Choose DeepLearningExamples over starcoder when DeepLearningExamples is primarily Jupyter Notebook; starcoder is Python; Tags unique to DeepLearningExamples: computer-vision, deep-learning, drug-discovery, forecasting; The NVIDIA GPU Cloud (NGC) Container Registry that integrates with this tool offers the latest updates every month along with rigorous quality assurance.
- When should I avoid starcoder?
- Avoid if your environment lacks resources and you cannot meet the minimum memory requirement even in an 8-bit precision mode which needs under 20GB RAM If you seek a tool that does not rely heavily on setup instructions guided by specific frameworks such as Hugging Face Transformers or PyTorch
- When should I avoid DeepLearningExamples?
- Avoid using DeepLearningExamples if you do not have access to NVIDIA GPUs, as it is heavily optimized for these specific hardware configurations to provide maximum utilization of Tensor Cores. If your project requires frameworks that are less common (e.g., MXNet or PaddlePaddle) without the same level of support as PyTorch and TensorFlow on this platform, consider other repositories that n
- Is starcoder or DeepLearningExamples more popular on GitHub?
- DeepLearningExamples has more GitHub stars (14,844 vs 7,503). Stars measure visibility, not whether either tool fits your constraints.
- Are starcoder and DeepLearningExamples open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to starcoder or DeepLearningExamples?
- GraphCanon lists graph-backed alternatives at starcoder alternatives and DeepLearningExamples alternatives (starcoder markdown twin, DeepLearningExamples 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, starcoder or DeepLearningExamples?
- starcoder: Dormant. DeepLearningExamples: 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 starcoder and DeepLearningExamples?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: starcoder trust report; DeepLearningExamples trust report.