Update README.md
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README.md
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@@ -60,7 +60,6 @@ Memory Operator is optimized for fast and accurate memory handling, enabling rea
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| **MemOperator-1.7B** | **0.7571** | **0.8068** | **0.6560** | **0.7955** | **0.5521** |
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| **MemOperator-0.6B** | **0.6753** | **0.6635** | **0.5780** | **0.7325** | **0.5000** |
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| GPT-4o-mini | 0.7405 | 0.7217 | 0.6844 | 0.7864 | 0.5659 |
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| Qwen3-8B | 0.6994 | 0.4984 | 0.7092 | 0.7943 | 0.5104 |
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> ✅ **Key Advantage**:
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> By replacing large open-source models (e.g., Qwen3-32B) with **MemOperator-4B**, you can achieve **comparable or better memory processing performance** while reducing **resource consumption by over 80%** (4B vs 32B). This enables efficient, scalable, and cost-effective deployment.
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@@ -93,6 +92,7 @@ config = SimpleStructMemReaderConfig(
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"max_tokens": 6000,
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"top_p": 0.95,
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"top_k": 20,
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},
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},
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"embedder": {
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| **MemOperator-1.7B** | **0.7571** | **0.8068** | **0.6560** | **0.7955** | **0.5521** |
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| **MemOperator-0.6B** | **0.6753** | **0.6635** | **0.5780** | **0.7325** | **0.5000** |
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| GPT-4o-mini | 0.7405 | 0.7217 | 0.6844 | 0.7864 | 0.5659 |
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> ✅ **Key Advantage**:
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> By replacing large open-source models (e.g., Qwen3-32B) with **MemOperator-4B**, you can achieve **comparable or better memory processing performance** while reducing **resource consumption by over 80%** (4B vs 32B). This enables efficient, scalable, and cost-effective deployment.
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"max_tokens": 6000,
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"top_p": 0.95,
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"top_k": 20,
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"extra_body": {"chat_template_kwargs": {"enable_thinking": false}}
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},
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},
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"embedder": {
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