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chore: Enabling Milvus for VectorIO CI

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Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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Francisco Javier Arceo 2025-06-27 21:25:57 -04:00
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docs/source/providers/post_training/inline_huggingface.md Normal file
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# inline::huggingface
## Description
HuggingFace-based post-training provider for fine-tuning models using the HuggingFace ecosystem.
## Configuration
| Field | Type | Required | Default | Description |
|-------|------|----------|---------|-------------|
| `device` | `<class 'str'>` | No | cuda | |
| `distributed_backend` | `Literal['fsdp', 'deepspeed'` | No | | |
| `checkpoint_format` | `Literal['full_state', 'huggingface'` | No | huggingface | |
| `chat_template` | `<class 'str'>` | No | <|user|>
{input}
<|assistant|>
{output} | |
| `model_specific_config` | `<class 'dict'>` | No | {'trust_remote_code': True, 'attn_implementation': 'sdpa'} | |
| `max_seq_length` | `<class 'int'>` | No | 2048 | |
| `gradient_checkpointing` | `<class 'bool'>` | No | False | |
| `save_total_limit` | `<class 'int'>` | No | 3 | |
| `logging_steps` | `<class 'int'>` | No | 10 | |
| `warmup_ratio` | `<class 'float'>` | No | 0.1 | |
| `weight_decay` | `<class 'float'>` | No | 0.01 | |
| `dataloader_num_workers` | `<class 'int'>` | No | 4 | |
| `dataloader_pin_memory` | `<class 'bool'>` | No | True | |
## Sample Configuration
```yaml
checkpoint_format: huggingface
distributed_backend: null
device: cpu
```