Comparison
LLM-Finetuning vs FineTuningLLMs
Verdict
Pick LLM-Finetuning if jupyter Notebook repository for fine-tuning large language models via PEFT and LoRA using Hugging Face Transformers; pick FineTuningLLMs if fineTuningLLMs is designed for users familiar with PyTorch and Hugging Face who seek practical guidance via Jupyter Notebooks.
Markdown twin · LLM-Finetuning alternatives · FineTuningLLMs alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | LLM-Finetuning | FineTuningLLMs |
|---|---|---|
| Maintenance | Dormant (387d since push) As of 1d · github_public_v1 | Slowing (176d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- LLM-Finetuning
- LLM Finetuning with PEFT
- FineTuningLLMs
- Official repository for 'A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face'
Stars
- LLM-Finetuning
- 3.0k
- FineTuningLLMs
- 855
Forks
- LLM-Finetuning
- 771
- FineTuningLLMs
- 116
Open issues
- LLM-Finetuning
- 3
- FineTuningLLMs
- 4
Language
- LLM-Finetuning
- Jupyter Notebook
- FineTuningLLMs
- Jupyter Notebook
Adopt for
- LLM-Finetuning
- Jupyter Notebook repository for fine-tuning large language models via PEFT and LoRA using Hugging Face Transformers.
- FineTuningLLMs
- FineTuningLLMs is designed for users familiar with PyTorch and Hugging Face who seek practical guidance via Jupyter Notebooks.
Persona
- LLM-Finetuning
- -
- FineTuningLLMs
- -
Runtime
- LLM-Finetuning
- -
- FineTuningLLMs
- -
License
- LLM-Finetuning
- -
- FineTuningLLMs
- MIT
Last pushed
- LLM-Finetuning
- Aug 1, 2025
- FineTuningLLMs
- Feb 28, 2026
Categories
- LLM-Finetuning
- LLM Frameworks, Model Training
- FineTuningLLMs
- LLM Frameworks, Model Training
Trust and health
Maintenance
- LLM-Finetuning
- Dormant (18%)
- FineTuningLLMs
- Slowing (36%)
Days since push
- LLM-Finetuning
- 387d
- FineTuningLLMs
- 176d
Open issues (now)
- LLM-Finetuning
- 3
- FineTuningLLMs
- 4
Stars delta
- LLM-Finetuning
- +13 (30d)
- FineTuningLLMs
- +4 (30d)
Full report
- LLM-Finetuning
- Trust report
- FineTuningLLMs
- Trust report
Choose LLM-Finetuning if…
- Tags unique to LLM-Finetuning: falcon, huggingface, llama, llama2.
- Need to specialize a pre-trained model with specific datasets or tasks using advanced techniques like PEFT and LoRA.
- More GitHub stars (3.0k vs 855) - visibility, not fit.
When NOT to use LLM-Finetuning
- Looking for a framework that automates the entire fine-tuning process with minimal user interaction.
- Prefer a text-generation pipeline where fine-grained control over PEFT and LoRA is not necessary.
Choose FineTuningLLMs if…
- Tags unique to FineTuningLLMs: bitsandbytes, finetuning, hugging-face, large language models.
- You need hands-on, step-by-step instructions using PyTorch and the Hugging Face ecosystem
- More recently updated (last pushed Feb 28, 2026).
When NOT to use FineTuningLLMs
- Not interested in PyTorch; prefer TensorFlow or another framework
- Seek theoretical background over practical applications
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ashishpatel26/LLM-Finetuning) · observed Aug 23, 2026
- GitHub forks (ashishpatel26/LLM-Finetuning) · observed Aug 23, 2026
- Last push (ashishpatel26/LLM-Finetuning) · observed Aug 1, 2025
- License file (unknown) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (dvgodoy/FineTuningLLMs) · observed Aug 24, 2026
- GitHub forks (dvgodoy/FineTuningLLMs) · observed Aug 24, 2026
- Last push (dvgodoy/FineTuningLLMs) · observed Feb 28, 2026
- License file (MIT) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LLM-Finetuning 3.0k · FineTuningLLMs 855 (synced Aug 23, 2026).
Common questions
- What is the difference between LLM-Finetuning and FineTuningLLMs?
- LLM-Finetuning: LLM Finetuning with PEFT. FineTuningLLMs: Official repository for 'A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face'. See the comparison table for live GitHub stats and shared categories.
- When should I choose LLM-Finetuning over FineTuningLLMs?
- Choose LLM-Finetuning over FineTuningLLMs when Tags unique to LLM-Finetuning: falcon, huggingface, llama, llama2; Need to specialize a pre-trained model with specific datasets or tasks using advanced techniques like PEFT and LoRA; More GitHub stars (3.0k vs 855) - visibility, not fit.
- When should I choose FineTuningLLMs over LLM-Finetuning?
- Choose FineTuningLLMs over LLM-Finetuning when Tags unique to FineTuningLLMs: bitsandbytes, finetuning, hugging-face, large language models; You need hands-on, step-by-step instructions using PyTorch and the Hugging Face ecosystem; More recently updated (last pushed Feb 28, 2026).
- When should I avoid LLM-Finetuning?
- Looking for a framework that automates the entire fine-tuning process with minimal user interaction. Prefer a text-generation pipeline where fine-grained control over PEFT and LoRA is not necessary.
- When should I avoid FineTuningLLMs?
- Not interested in PyTorch; prefer TensorFlow or another framework Seek theoretical background over practical applications
- Is LLM-Finetuning or FineTuningLLMs more popular on GitHub?
- LLM-Finetuning has more GitHub stars (2,979 vs 855). Stars measure visibility, not whether either tool fits your constraints.
- Are LLM-Finetuning and FineTuningLLMs open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to LLM-Finetuning or FineTuningLLMs?
- GraphCanon lists graph-backed alternatives at LLM-Finetuning alternatives and FineTuningLLMs alternatives (LLM-Finetuning markdown twin, FineTuningLLMs 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, LLM-Finetuning or FineTuningLLMs?
- LLM-Finetuning: Dormant. FineTuningLLMs: 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 LLM-Finetuning and FineTuningLLMs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LLM-Finetuning trust report; FineTuningLLMs trust report.