End of training

README.md

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+---
+license: mit
+library_name: peft
+tags:
+- trl
+- sft
+- generated_from_trainer
+base_model: microsoft/phi-2
+model-index:
+- name: FT
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# FT
+
+This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on an unknown dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0002
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 32
+- total_train_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.05
+- num_epochs: 2
+
+### Training results
+
+
+
+### Framework versions
+
+- PEFT 0.9.0
+- Transformers 4.39.0.dev0
+- Pytorch 2.1.0+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

adapter_config.json

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+  "base_model_name_or_path": "microsoft/phi-2",
+  "bias": "none",
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+  "inference_mode": true,
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+  "loftq_config": {},
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+  "megatron_config": null,
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+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
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+    "fc1",
+    "Wqkv"
+  ],
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+  "use_dora": false,
+  "use_rslora": false
+}

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qna.csv

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+,Text
+0,"[INST] Q: What is Unreal Engine? [/INST] A: Unreal Engine is a powerful game development platform that allows developers to create immersive and interactive experiences for various platforms, including PCs, consoles, mobile devices, and virtual reality (VR) systems. "
+1,[INST] Q: When was Unreal Engine first released? [/INST] A: Unreal Engine was first released in 1998 by Epic Games. 
+2,[INST] Q: Who created Unreal Engine? [/INST] A: Unreal Engine was created by Epic Games. 
+3,"[INST] Q: What platforms can Unreal Engine be used for? [/INST] A: Unreal Engine can be used for creating immersive and interactive experiences for various platforms, including PCs, consoles, mobile devices, and virtual reality (VR) systems. "
+4,[INST] Q: How popular is Unreal Engine? [/INST] A: Unreal Engine has become one of the most popular game engines in use today. 
+5,"[INST] 1. What is Unreal Engine? [/INST] Answer: Unreal Engine is a software development kit used for creating video games, virtual reality experiences, and other interactive applications. "
+6,[INST] 2. What are the real-time rendering capabilities of Unreal Engine? [/INST] Answer: The real-time rendering capabilities of Unreal Engine allow developers to create stunning visual effects and realistic environments in real-time. 
+7,"[INST] 3. How does Unreal Engine achieve its real-time rendering capabilities? [/INST] Answer: Unreal Engine achieves its real-time rendering capabilities through the use of advanced graphics technologies such as physically based rendering (PBR), which simulates the behavior of light and materials in a realistic way. "
+8,[INST] 1. What does Unreal Engine support? [/INST] - Unreal Engine supports scripting. 
+9,[INST] 2. What can developers do with scripting in Unreal Engine? [/INST] - Developers can create interactive elements and behaviors within their games using scripting in Unreal Engine. This includes simple animations and complex AI systems that adapt to player actions. 
+10,[INST] 1. What are the game development capabilities of Unreal Engine? [/INST] Answer: Unreal Engine has game development capabilities. 
+11,"[INST] 2. What tools and features does Unreal Engine have for creating virtual reality experiences? [/INST] Answer: Unreal Engine has a wide range of tools and features for creating virtual reality experiences, including support for room-scale VR as well as more advanced technologies such as motion capture and haptic feedback. "
+12,[INST] 1. What is Unreal Engine? [/INST] Answer: Unreal Engine is a highly versatile and powerful tool that can be used to create a wide range of immersive and interactive experiences. 
+13,"[INST] 2. What are the real-time rendering capabilities of Unreal Engine? [/INST] Answer: Unreal Engine has real-time rendering capabilities, which makes it an ideal choice for game developers, architects, and other professionals looking to create cutting-edge experiences. "
+14,"[INST] 3. Does Unreal Engine support scripting? [/INST] Answer: Yes, Unreal Engine supports scripting, which allows users to create custom logic and behaviors within their projects. "
+15,[INST] 4. What VR tools does Unreal Engine offer? [/INST] Answer: Unreal Engine offers a range of VR tools that allow users to create immersive virtual reality experiences. 
+16,"[INST] 5. Who is Unreal Engine ideal for? [/INST] Answer: Unreal Engine is ideal for game developers, architects, and other professionals looking to create cutting-edge experiences. "
+17,"[INST] Q: What does terminate mean? [/INST] A: To end or bring to an end, especially suddenly and completely. "

qna.json

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+{"Context":"Q: What is Unreal Engine?","Response":"A: Unreal Engine is a powerful game development platform that allows developers to create immersive and interactive experiences for various platforms, including PCs, consoles, mobile devices, and virtual reality (VR) systems."}
+{"Context":"Q: When was Unreal Engine first released?","Response":"A: Unreal Engine was first released in 1998 by Epic Games."}
+{"Context":"Q: Who created Unreal Engine?","Response":"A: Unreal Engine was created by Epic Games."}
+{"Context":"Q: What platforms can Unreal Engine be used for?","Response":"A: Unreal Engine can be used for creating immersive and interactive experiences for various platforms, including PCs, consoles, mobile devices, and virtual reality (VR) systems."}
+{"Context":"Q: How popular is Unreal Engine?","Response":"A: Unreal Engine has become one of the most popular game engines in use today."}
+{"Context":"1. What is Unreal Engine?","Response":"Answer: Unreal Engine is a software development kit used for creating video games, virtual reality experiences, and other interactive applications."}
+{"Context":"2. What are the real-time rendering capabilities of Unreal Engine?","Response":"Answer: The real-time rendering capabilities of Unreal Engine allow developers to create stunning visual effects and realistic environments in real-time."}
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+{"Context":"2. What can developers do with scripting in Unreal Engine?","Response":"- Developers can create interactive elements and behaviors within their games using scripting in Unreal Engine. This includes simple animations and complex AI systems that adapt to player actions."}
+{"Context":"1. What are the game development capabilities of Unreal Engine?","Response":"Answer: Unreal Engine has game development capabilities."}
+{"Context":"2. What tools and features does Unreal Engine have for creating virtual reality experiences?","Response":"Answer: Unreal Engine has a wide range of tools and features for creating virtual reality experiences, including support for room-scale VR as well as more advanced technologies such as motion capture and haptic feedback."}
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+{"Context":"2. What are the real-time rendering capabilities of Unreal Engine?","Response":"Answer: Unreal Engine has real-time rendering capabilities, which makes it an ideal choice for game developers, architects, and other professionals looking to create cutting-edge experiences."}
+{"Context":"3. Does Unreal Engine support scripting?","Response":"Answer: Yes, Unreal Engine supports scripting, which allows users to create custom logic and behaviors within their projects."}
+{"Context":"4. What VR tools does Unreal Engine offer?","Response":"Answer: Unreal Engine offers a range of VR tools that allow users to create immersive virtual reality experiences."}
+{"Context":"5. Who is Unreal Engine ideal for?","Response":"Answer: Unreal Engine is ideal for game developers, architects, and other professionals looking to create cutting-edge experiences."}
+{"Context":"Q: What does terminate mean?","Response":"A: To end or bring to an end, especially suddenly and completely."}

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