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Model: Jackrong/GPT-5-Distill-llama3.1-8B-Instruct
Source: Original Platform

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README.md

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+---
+base_model: meta-llama/Llama-3.1-8B-Instruct
+library_name: transformers
+model_name: GPT-5-Distill-llama3.1-8B-Instruct
+tags:
+- unsloth
+- llama-3
+- llama
+- text-generation
+- distillation
+- gpt-5
+license: llama3.1
+language:
+- en
+- zh
+---
+
+# GPT-5-Distill-llama3.1-8B-Instruct
+
+![Unsloth](https://img.shields.io/badge/Unsloth-Fine--Tuning-blue?style=flat&logo=unsloth)
+![Llama-3](https://img.shields.io/badge/Model-Llama--3.1-green?style=flat)
+![Distillation](https://img.shields.io/badge/Technique-Knowledge%20Distillation-orange?style=flat)
+
+## Model Summary
+
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/66309bd090589b7c65950665/PNNVeEd1bKdL3F7oXCj5M.png" width="800" />
+
+**GPT-5-Distill-llama3.1-8B-Instruct** is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct), designed to distill the capabilities of high-performance models (labeled as GPT-5 in source datasets) into a more efficient 8B parameter footprint.
+
+This model was trained using **Unsloth** on a curated mix of approximately **164,000 high-quality instruction-response pairs**, focusing on complex reasoning and "normal" flaw-level responses.
+
+* **Base Model:** `meta-llama/Llama-3.1-8B-Instruct`
+* **Architecture:** Llama 3.1 (8B parameters)
+* **Language:** English (Primary)
+* **Context Window:** 32,768 tokens
+* **Fine-tuning Framework:** [Unsloth](https://github.com/unslothai/unsloth) (QLoRA)
+
+## ✨ Key Advantages of GPT-5 Distillation
+
+This model represents a shift towards **"Super-Knowledge Distillation"**, where a smaller, efficient student model learns from a significantly more capable teacher.
+
+* **🚀 Frontier-Level Reasoning**: By training on dataset samples attributed to GPT-5, the model acquires complex reasoning patterns, nuance, and problem-solving strategies that are typically absent in standard datasets or smaller models.
+* **⚡ Efficient Intelligence**: Users can experience high-fidelity, coherent, and detailed responses on consumer hardware (e.g., single GPUs) without the latency, privacy concerns, or cost of querying giant proprietary APIs.
+* **💎 High-Purity Signal**: The strict filtering for `flaw == "normal"` ensures the model is fine-tuned only on the highest confidence, error-free responses. This minimizes "hallucination inheritance" and aligns the model with safe, helpful behaviors.
+* **🎯 Enhanced Nuance & Tone**: Unlike standard finetunes that often sound robotic, this model mimics the more natural, conversational, and adaptive tone found in next-generation frontier models.
+
+## 📚 Training Data
+
+The model was trained on a high-quality blend of two datasets, totaling **163,896 samples**:
+
+1.  **Chat-GPT-5-Chat-Response (160k samples)**
+    * Filtered specifically for normal entries to ensure high-quality, safe, and coherent responses.
+    * This dataset serves as the primary distillation source, aiming to mimic the response patterns of advanced large language models.
+2.  **ShareGPT-Qwen3-235B-A22B-Instuct-2507 (3.9k samples)**
+    * "This dataset consists of approximately **3.9k examples**, with an average of about **5 rounds of dialogue** per scenario, designed to enhance the model’s instruction-following ability and task-completion efficiency.
+
+All data was formatted using the standard **Llama-3 Chat Template**.
+
+## ⚙️ Training Details
+
+* **Hardware:** NVIDIA H100
+* **Sequence Length:** 32,768 tokens (Long Context Support)
+* **Batch Size:** 4 per device (Effective Batch Size: 32 via Gradient Accumulation)
+* **Learning Rate:** 2e-5
+* **Scheduler:** Linear
+* **Optimizer:** AdamW 8-bit
+* **LoRA Rank (r):** 32
+* **LoRA Alpha:** 32
+* **Target Modules:** `q_proj`, `k_proj`, `v_proj`, `o_proj`, `gate_proj`, `up_proj`, `down_proj`
+
+## 🛡️ License & Limitations
+
+* **License:** This model is subject to the **Llama 3.1 Community License**.
+* **Limitations:** While this model is distilled from high-capability sources, it is still an 8B parameter model. It may hallucinate facts or struggle with extremely complex reasoning tasks compared to the original teacher models. The "GPT-5" naming refers to the source dataset labels and does not imply access to unreleased OpenAI weights.

chat_template.jinja

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+{{ bos_token }}{% for message in messages %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>
+
+' + message['content'] | trim + '<|eot_id|>' }}{% elif message['role'] == 'assistant' %}{{ '<|start_header_id|>assistant<|end_header_id|>
+
+' + message['content'] | trim + '<|eot_id|>' }}{% else %}{{ '<|start_header_id|>' + message['role'] + '<|end_header_id|>
+
+' + message['content'] | trim + '<|eot_id|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
+
+' }}{% endif %}

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+    ],
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+    "intermediate_size": 14336,
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+    "mlp_bias": false,
+    "model_type": "llama",
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+    "pretraining_tp": 1,
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+    "rope_scaling": {
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+        "rope_type": "llama3"
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+    "rope_theta": 500000.0,
+    "tie_word_embeddings": false,
+    "transformers_version": "4.56.2",
+    "unsloth_fixed": true,
+    "unsloth_version": "2025.11.4",
+    "use_cache": true,
+    "vocab_size": 128256
+}

configuration.json

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