ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).
- Latest release
- 4h ago
- Releases
- 126
- Known CVEs
- 3
- First release
- Aug 02, 2023
- License
- Apache-2.0
Repository
Source
- Stars
- 14.5k
- Forks
- 1.5k
- Open issues
- 982
- Language
- Python
- llm
- lora
- llama
- sft
- multimodal
- peft
- internvl
- liger
Security score
No OpenSSF Scorecard available for this repository.
Packages from this repo
No other tracked packages from this repository.
Insights
Activity
- Total releases
- 126
- Last 12 months
- 46
- Cadence
- ~6 days
- Dependencies
- 44
Releases per month
last 12 monthsRelease mix
- major 3
- minor 28
- patch 74
- pre 20
126
releases
Dependencies
Depends on
4.3.0-
accelerate
-
addict
-
aiohttp
-
attrdict
-
binpacking
-
charset-normalizer
-
cpm-kernels
-
dacite
-
datasets
<4.8.5,>=3.0
-
einops
1–10 of 44
Used by
Nothing tracked depends on this yet.
Releases
| Version | Released | |
|---|---|---|
4.3.0
minor
| ||
4.2.3
patch
| ||
4.2.2
patch
| ||
4.2.1
patch
| ||
4.2.0
minor
| ||
4.1.3
patch
| ||
4.1.2
patch
| ||
4.1.1
patch
| ||
4.1.0
minor
| ||
4.0.4
patch
| ||
4.0.3
patch
| ||
4.0.2
patch
| ||
4.0.1
patch
| ||
4.0.0
major
| ||
3.12.6
patch
| ||
3.12.5
patch
| ||
3.12.4
patch
| ||
3.12.3
patch
| ||
3.12.2
patch
| ||
3.12.1
patch
|
1–20 of 126