DeepSeek for Manufacturing
35 models, 8 projects and 36 plugins built for this field. Plus what researchers and Chinese practitioners published, and the limits you should know before building on it.
Derived models
35
Projects
8
Plugins
36
Papers
6
Models you can start from
| Model | DL | ★ | License |
|---|---|---|---|
| DeepSeek-Coder-V2-Lite-Instruct-GGUF | 2.8K | 4 | other |
| deepseek-coder-6.7B-kexer-GGUF | 2.8K | 1 | apache-2.0 |
| deepseek-coder-7b-instruct-v1.5-GGUF | 2.7K | 3 | other |
| deepseek-coder-1.3B-kexer-GGUF | 2.6K | 1 | 未声明 |
| DeepSeek-R1-Distill-Qwen-1.5B-GGUF | 2.4K | — | mit |
| deepseek-coder-6.7b-instruct-GGUF | 2.4K | — | other |
| deepseek-math-7b-instruct-GGUF | 2.3K | 1 | other |
| deepseek-math-7b-rl-GGUF | 2.3K | 1 | other |
| DeepSeek-Coder-V2-Lite-Base-GGUF | 2.2K | — | other |
| DeepSeek-R1-Distill-Qwen-14B-abliterated-v2- | 2.1K | 37 | 未声明 |
| Nemotron-Research-Reasoning-Qwen-1.5B-GGUF | 1.2K | 3 | 未声明 |
| DeepSeek-R1-Distill-Qwen-14B-GGUF | 1.1K | 1 | mit |
Sorted by downloads. Check the license before commercial use.
Open-source projects
| Project | ★ | Status |
|---|---|---|
| LlamaFactory | 75,883 | active |
| potplayer-plugin-aitranslate | 162 | slow |
| codex-deepseek-starter | 34 | active |
| wudao-kms | 19 | stale |
| Nexlify | 13 | stale |
| hariag/deepseek_train | — | stale |
| celestial-synapse | — | stale |
| manufacturing-resources | — | slow |
Research
- Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference v
- VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination
- XMainframe: A Large Language Model for Mainframe Modernization
- Leveraging LLMs for Multi-File DSL Code Generation: An Industrial Case Study
- Large Language Models in Code Co-generation for Safe Autonomous Vehicles
- PAFT: Preservation Aware Fine-Tuning for Minimal-Edit Program Repair
Practice notes (Chinese)
- 微调DeepSeek-R1-1.5B-Distill模型的自我认知部分
- DeepSeek+LoRA微调大模型实战
- 基于LLaMA-Factory微调DeepSeek
- 用llama-factory微调DeepSeek-R1
- lora微调大模型deepseek7b
- DeepSeek（14）：DeepSeek 模型微调
Before you build
- 工业场景多数需要私有化部署，公有云 API 在数据安全评审时通常过不了。
- 产线对延迟和稳定性要求高，7x24 可用性比模型能力更重要。
- 设备手册、工艺参数是核心资产，落地前先想清楚数据边界。