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Model: aixk/Kori-390M Source: Original Platform
2026-06-16 03:53:19 +08:00
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--- a/README.md
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+---
+pipeline_tag: text-generation
+language:
+- en
+- ko
+---
+<div align="center">
+  <img src="https://cdn.jsdelivr.net/gh/sllkx/icons@main/logo/isai2.png" alt="ISAI Logo" width="160" style="border-radius: 30px; box-shadow: 0 4px 12px rgba(0,0,0,0.15); margin-bottom: 15px;">
+
+
+  <h2><b>ISAI - 이사이</b></h2>
+  <p style="color: #333; font-size: 12px">
+I’m an independent developer building and maintaining AI projects on my own.</br>
+Everything from model development to server costs, datasets, and feature updates is handled personally.</br>
+Every bit of support helps keep the project running and allows me to improve it further.</br>
+If you enjoy the project, please consider supporting it. Thank you.</br></br>
+혼자서 AI 프로젝트를 개발하고 운영하고 있습니다.</br>
+모델 개발, 서버 비용, 기능 개선까지 모두 개인이 직접 진행하고 있습니다.</br>
+작은 후원 하나하나가 서비스 유지와 새로운 기능 개발에 큰 도움이 됩니다.</br>
+프로젝트가 마음에 드셨다면 후원으로 응원해주세요. 감사합니다.</br>
+  </p>
+  
+  <a href='https://ko-fi.com/U7U31ZCO2W' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a Coffee at ko-fi.com' /></a>
+
+
+  <table align="center" width="100%" style="border: none; border-collapse: separate; border-spacing: 15px; text-align: left; max-width: 1100px;">
+    <tr>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://isai.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>ISAI</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://ollapp.isai.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>ollapp</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://addly.isai.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>Addly</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://blog.099.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>blogig</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+    </tr>
+    <tr>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://logig.im/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>logig</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
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+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://099.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>AI Magician</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
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+          <span>99s</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+        <a href="https://199.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>Global Stock</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+    </tr>
+    <tr>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://archi.veai.workers.dev/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>AI Archive</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+          <span>wikiwi</span>
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+          <span>Oduck</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+    </tr>
+    <tr>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://lai.oduc.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>lai</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://spirit-browser.isai.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>spirit browser</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+          <span>799</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://thedeo.uk" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>thedeouk</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://stode.isai.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
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+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
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+        <a href="https://manatoki.kr/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>hummorabbit</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://spirit-browser.isai.kr/ollone/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
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+          <span>ranovel.kr</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+      <td width="25%" style="padding: 12px 16px; background: #f8f9fa; border-radius: 8px;">
+        <a href="https://adsense.ko-kr.workers.dev/" style="text-decoration: none; color: #222; display: flex; justify-content: space-between; align-items: center; font-size: 14px; line-height: 1.2; font-weight: bold; width: 100%;">
+          <span>adsense forum</span>
+          <img src="https://cdn.jsdelivr.net/npm/remixicon@4.9.1/icons/Arrows/arrow-right-up-line.svg" width="18" style="opacity: 0.6;" alt="link">
+        </a>
+      </td>
+    </tr>
+  </table>
+
+  <!-- Model Description Section -->
+  <div style="max-width: 1100px; margin: 40px auto 20px; padding: 25px; background: #ffffff; border: 1px solid #eaeaea; border-radius: 12px; text-align: left; line-height: 1.6;">
+    <h3 style="margin-top: 0; color: #222; font-size: 18px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px; margin-bottom: 15px;">Model Description</h3>
+    <p style="color: #444; font-size: 14px; margin: 0;">
+      <strong>Kori-390M</strong> is a lightweight language model built upon SmolLM2-360M. It has been specifically optimized to enhance Korean language capabilities and features an expanded model depth, providing a more robust performance while maintaining efficiency for various AI-driven tasks.
+    </p>
+  </div>
+</div>
--- a/config.json
+++ b/config.json
@@ -0,0 +1,34 @@
+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "dtype": "float16",
+  "eos_token_id": 0,
+  "head_dim": 64,
+  "hidden_act": "silu",
+  "hidden_size": 960,
+  "initializer_range": 0.02,
+  "intermediate_size": 2560,
+  "is_llama_config": true,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 15,
+  "num_hidden_layers": 35,
+  "num_key_value_heads": 5,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_interleaved": false,
+  "rope_parameters": {
+    "rope_theta": 100000,
+    "rope_type": "default"
+  },
+  "tie_word_embeddings": true,
+  "transformers_version": "5.0.0",
+  "use_cache": false,
+  "vocab_size": 49152
+}
--- a/generation_config.json
+++ b/generation_config.json
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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": [
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+  "output_attentions": false,
+  "output_hidden_states": false,
+  "pad_token_id": 0,
+  "transformers_version": "5.0.0",
+  "use_cache": true
+}
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--- a/tokenizer.json
+++ b/tokenizer.json
--- a/tokenizer_config.json
+++ b/tokenizer_config.json
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+}
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