---
name: EXPERIMENT_NAME
description: "[Experiment Type] Skill. Usage: (1) [Scenario 1], (2) [Scenario 2], (3) [Scenario 3]. Tested on [Verification Model/Environment]."
---

# EXPERIMENT_NAME - Research Note

## Experiment Overview

| Item | Details |
|------|---------|
| **Date** | YYYY-MM-DD |
| **Researcher** | |
| **Objective** | |
| **Model** | |
| **Dataset** | |
| **Environment** | GPU: / Memory: |

-----

## Verified Workflow

### Step 1: [Step Name]

[Specific execution method. Include commands and code]

```bash
# Example command
```

### Step 2: [Step Name]

[Description of next step]

### Step 3: [Step Name]

[Continue...]

-----

## Key Findings

### What Worked

| Item | Setting/Method | Result | Remarks |
|------|---------------|--------|---------|
| | | | |

### Failed Attempts (Very Important\!)

| Attempt | Reason for Failure | Lesson Learned |
|---------|-------------------|----------------|
| | | |
| | | |

-----

## Verified Hyperparameters

```yaml
# Settings ready to copy and use
model:
  name:

training:
  learning_rate:
  batch_size:
  epochs:
  warmup_steps:

optimization:
  # ...
```

-----

## Precautions

  - [ ] **Must Check**:
  - [ ] **Common Mistakes**:
  - [ ] **Environment Dependencies**:

-----

## Environment for Reproduction

### Required Packages

```bash
pip install transformers==X.X.X
pip install torch==X.X.X
# ...
```

### Hardware Requirements

  - GPU:
  - VRAM:
  - RAM:

-----

## Script Usage

```bash
# 1. [First Step]
python scripts/script1.py --arg value

# 2. [Second Step]
python scripts/script2.py --arg value
```

-----

## Related Files

  - `scripts/`: Reusable experiment code
  - `references/experiment-log.md`: Detailed experiment log
  - `references/hyperparameters.md`: History of hyperparameters
  - `references/troubleshooting.md`: Troubleshooting cases

-----

## Next Steps / TODO

  - [ ]
  - [ ]

-----

## References

  - [Paper/Document Link](https://www.google.com/search?q=)
  - [Related Code](https://www.google.com/search?q=)