From 29425f5ad8f1dceee4c84b978b4e35a2752193f0 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Wed, 22 Jul 2026 21:36:06 +0800
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Model: second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF
Source: Original Platform
---
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+---
+language:
+- en
+license: other
+license_name: llama3
+model_name: Llama3 8B
+arxiv: 2307.09288
+base_model: meta-llama/Meta-Llama-3-8B
+inference: false
+model_creator: Meta Llama3
+model_type: llama
+pipeline_tag: text-generation
+quantized_by: Second State Inc.
+---
+
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+
+# FinGPT-MT-Llama-3-8B-LoRA-GGUF
+
+## Original Model
+
+[meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B)
+
+## LoRA Adapter
+
+[FinGPT/fingpt-mt_llama3-8b_lora](https://huggingface.co/FinGPT/fingpt-mt_llama3-8b_lora)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+<!-- - LlamaEdge version: [v0.8.3](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.8.3) and above
+
+- Prompt template
+
+  - Prompt type: `llama-3-chat`
+
+  - Prompt string
+
+    ```text
+    <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+    {{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+    {{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+    {{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|>
+
+    {{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+    ``` -->
+
+- Context size: `8192`
+
+<!-- - Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:FinGPT-MT-Llama-3-8B-LoRA-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --prompt-template llama-3-chat \
+    --ctx-size 8192 \
+    --model-name Llama-3-8b
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:FinGPT-MT-Llama-3-8B-LoRA-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template llama-3-chat \
+    --ctx-size 8192 \
+  ``` -->
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q2_K.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q2_K.gguf)     | Q2_K   | 2 | 3.18 GB| smallest, significant quality loss - not recommended for most purposes |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q3_K_L.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q3_K_L.gguf) | Q3_K_L | 3 | 4.32 GB| small, substantial quality loss |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q3_K_M.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q3_K_M.gguf) | Q3_K_M | 3 | 4.02 GB| very small, high quality loss |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q3_K_S.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q3_K_S.gguf) | Q3_K_S | 3 | 3.66 GB| very small, high quality loss |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q4_0.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q4_0.gguf)     | Q4_0   | 4 | 4.66 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q4_K_M.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q4_K_M.gguf) | Q4_K_M | 4 | 4.92 GB| medium, balanced quality - recommended |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q4_K_S.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q4_K_S.gguf) | Q4_K_S | 4 | 4.69 GB| small, greater quality loss |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q5_0.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q5_0.gguf)     | Q5_0   | 5 | 5.6 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q5_K_M.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q5_K_M.gguf) | Q5_K_M | 5 | 5.73 GB| large, very low quality loss - recommended |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q5_K_S.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q5_K_S.gguf) | Q5_K_S | 5 | 5.6 GB| large, low quality loss - recommended |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q6_K.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q6_K.gguf)     | Q6_K   | 6 | 6.6 GB| very large, extremely low quality loss |
+| [FinGPT-MT-Llama-3-8B-LoRA-Q8_0.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-Q8_0.gguf)     | Q8_0   | 8 | 8.54 GB| very large, extremely low quality loss - not recommended |
+| [FinGPT-MT-Llama-3-8B-LoRA-f16.gguf](https://huggingface.co/second-state/FinGPT-MT-Llama-3-8B-LoRA-GGUF/blob/main/FinGPT-MT-Llama-3-8B-LoRA-f16.gguf)     | f16   | 16 | 16.1 GB|  |
+
+*Quantized with llama.cpp b3807.*
diff --git a/configuration.json b/configuration.json
new file mode 100644
index 0000000..bbeeda1
--- /dev/null
+++ b/configuration.json
@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
\ No newline at end of file