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feat: add readme and add different api urls to run_lightmem_qwen #16

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feat: add readme and add different api urls to run_lightmem_qwen #16

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7 changes: 7 additions & 0 deletions README.md
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Expand Up @@ -102,6 +102,13 @@ pip install lightmem # Coming soon
```

## ⚡ Quick Start

1. Modify the `JUDGE_MODEL`, `LLM_MODEL`, and their respective `API_KEY` and `BASE_URL` in `API Configuration`.

2. Download `LLMLINGUA_MODEL` from [microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank](https://huggingface.co/microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank) and `EMBEDDING_MODEL` from [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) and modify their paths in `Model Paths`.

3. Download the dataset from [longmemeval-cleaned](https://huggingface.co/datasets/xiaowu0162/longmemeval-cleaned), and modidy the path in `Data Configuration`.

```python
cd experiments
python run_lightmem_qwen.py
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12 changes: 7 additions & 5 deletions experiments/run_lightmem_qwen.py
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Expand Up @@ -7,10 +7,12 @@
from lightmem.memory.lightmem import LightMemory

# ============ API Configuration ============
API_KEY='your_api_key_here'
API_BASE_URL=''
LLM_MODEL='qwen3-30b-a3b-instruct-2507'
JUDGE_MODEL='gpt-4o-mini'
JUDGE_MODEL_API_KEY='sk-xxxxxxxxxxxxxxxxxxxxxxxxxx'
JUDGE_MODEL_BASE_URL='https://api.deepseek.com/v1'
JUDGE_MODEL='deepseek-chat'
API_KEY='sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
API_BASE_URL='https://dashscope.aliyuncs.com/compatible-mode/v1'
LLM_MODEL='qwen-plus'

# ============ Model Paths ============
LLMLINGUA_MODEL_PATH='/your/path/to/models/llmlingua-2-bert-base-multilingual-cased-meetingbank'
Expand Down Expand Up @@ -149,7 +151,7 @@ def load_lightmem(collection_name):
lightmem = LightMemory.from_config(config)
return lightmem

llm_judge = LLMModel(JUDGE_MODEL, API_KEY, API_BASE_URL)
llm_judge = LLMModel(JUDGE_MODEL, JUDGE_MODEL_API_KEY, JUDGE_MODEL_BASE_URL)
llm = LLMModel(LLM_MODEL, API_KEY, API_BASE_URL)

data = json.load(open(DATA_PATH, "r"))
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