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Model: second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF Source: Original Platform
2026-05-27 00:48:12 +08:00
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--- a/README.md
+++ b/README.md
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+---
+license: other
+license_name: llama3
+model_name: Llama-3-8B-Instruct-Gradient-1048k
+base_model: gradientai/Llama-3-8B-Instruct-Gradient-1048k
+inference: false
+model_creator: gradient.ai
+model_type: llama
+pipeline_tag: text-generation
+quantized_by: Second State Inc.
+language:
+- en
+tags:
+- meta
+- llama-3
+---
+
+<!-- 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 -->
+
+# Llama-3-8B-Instruct-Gradient-1048k-GGUF
+
+## Original Model
+
+[gradientai/Llama-3-8B-Instruct-Gradient-1048k](https://huggingface.co/gradientai/Llama-3-8B-Instruct-Gradient-1048k)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: [v0.9.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.9.0) 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: `1000000`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-3-8B-Instruct-Gradient-1048k-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --prompt-template llama-3-chat \
+    --ctx-size 1000000 \
+    --model-name llama-3-8b-instruct-gradient-1048k
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Llama-3-8B-Instruct-Gradient-1048k-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template llama-3-chat \
+    --ctx-size 1000000 \
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q2_K.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q2_K.gguf)     | Q2_K   | 2 | 3.18 GB| smallest, significant quality loss - not recommended for most purposes |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q3_K_L.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q3_K_L.gguf) | Q3_K_L | 3 | 4.32 GB| small, substantial quality loss |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q3_K_M.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q3_K_M.gguf) | Q3_K_M | 3 | 4.02 GB| very small, high quality loss |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q3_K_S.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q3_K_S.gguf) | Q3_K_S | 3 | 3.66 GB| very small, high quality loss |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q4_0.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q4_0.gguf)     | Q4_0   | 4 | 4.66 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q4_K_M.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q4_K_M.gguf) | Q4_K_M | 4 | 4.92 GB| medium, balanced quality - recommended |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q4_K_S.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q4_K_S.gguf) | Q4_K_S | 4 | 4.69 GB| small, greater quality loss |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q5_0.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q5_0.gguf)     | Q5_0   | 5 | 5.6 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q5_K_M.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q5_K_M.gguf) | Q5_K_M | 5 | 5.73 GB| large, very low quality loss - recommended |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q5_K_S.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q5_K_S.gguf) | Q5_K_S | 5 | 5.6 GB| large, low quality loss - recommended |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q6_K.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q6_K.gguf)     | Q6_K   | 6 | 6.6 GB| very large, extremely low quality loss |
+| [Llama-3-8B-Instruct-Gradient-1048k-Q8_0.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-Q8_0.gguf)     | Q8_0   | 8 | 8.54 GB| very large, extremely low quality loss - not recommended |
+| [Llama-3-8B-Instruct-Gradient-1048k-f16.gguf](https://huggingface.co/second-state/Llama-3-8B-Instruct-Gradient-1048k-GGUF/blob/main/Llama-3-8B-Instruct-Gradient-1048k-f16.gguf)     | f16   | 16 | 16.1 GB|  |
+
+*Quantized with llama.cpp b2734.*
--- a/config.json
+++ b/config.json
@@ -0,0 +1,28 @@
+{
+  "_name_or_path": "gradientai/llama3-run1-stage524k-fm-v3",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128001,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1048576,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 2804339835.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.1",
+  "use_cache": true,
+  "vocab_size": 128256
+}
--- a/configuration.json
+++ b/configuration.json
@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
				`@@ -0,0 +1 @@`
				`{"framework": "pytorch", "task": "text-generation", "allow_remote": true}`