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* add glm support + patch * lint * lint * Update examples/glm4/glm-4-6v-flash-qlora.yaml Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm4/glm-4-6v-flash-qlora.yaml Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update src/axolotl/processing_strategies.py Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * patch removed * lint * lint2 * docs + rename * rmv moe * docs * removed processor * sdpa T_T" * ddp_find_unused_parameters: true * muti gpu yaml tested both * muti gpu yaml tested both * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * rmv text only section + v5 comments * rename --------- Co-authored-by: Ved <ved.work2024@gmail.com> Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
45 lines
1.6 KiB
Markdown
45 lines
1.6 KiB
Markdown
# Finetune GLM-4.6V with Axolotl
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GLM-4.6V is a family of vision-language models from ZhipuAI found on [HuggingFace](https://huggingface.co/zai-org/GLM-4.6V). This guide shows how to fine-tune it with Axolotl for vision-language tasks.
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## Getting started
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1. Install Axolotl from source following the [installation guide](https://docs.axolotl.ai/docs/installation.html#sec-edge-build).
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2. Install [Cut Cross Entropy](https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy) to reduce training VRAM usage.
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3. Run the fine-tuning:
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glm-4-6v-flash(9B)
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```bash
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axolotl train examples/glm46v/glm-4-6v-flash-qlora.yaml
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```
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Let us know how it goes. Happy finetuning! 🚀
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## Tips
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- Vision datasets should follow the format described in the [multimodal docs](https://docs.axolotl.ai/docs/multimodal.html#dataset-format)
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- You can run a **full finetuning** by removing the `adapter: qlora` and `load_in_4bit: true` from the config.
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- Read more on how to load your own dataset in the [dataset loading docs](https://docs.axolotl.ai/docs/dataset_loading.html).
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## Supported Models
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- **GLM-4.6V**: Full vision-language model (`zai-org/GLM-4.6V`)
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- **GLM-4.6V-Flash**: Faster variant (`zai-org/GLM-4.6V-Flash`)
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## Optimization Guides
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Please check the [Optimizations doc](https://docs.axolotl.ai/docs/optimizations.html).
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## Related Resources
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- [ZhipuAI GLM-4.6V](https://huggingface.co/zai-org/GLM-4.6V)
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- [Axolotl Docs](https://docs.axolotl.ai)
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- [Axolotl Website](https://axolotl.ai)
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- [Axolotl GitHub](https://github.com/axolotl-ai-cloud/axolotl)
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- [Axolotl Discord](https://discord.gg/7m9sfhzaf3)
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