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README.md
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---
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license: apache-2.0
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language:
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- en
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metrics:
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- accuracy
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- perplexity
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base_model:
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- unsloth/SmolLM2-360M-Instruct-bnb-4bit
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tags:
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- transformers
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- unsloth
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- trl
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- llama
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- text-to-json
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- Text-2-JSON
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- Text-To-JSON
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- calendar-parsing
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- entity-extraction
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- json-structured-output
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- event-scheduling
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library_name: transformers
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---
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A fine-tuned version of SmolLM2-360M-Instruct-bnb-4bit specialized for parsing unstructured calendar event requests into structured JSON data.
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## Model Description
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This model is fine-tuned on SmolLM2-360M-Instruct-bnb-4bit using QLoRA to extract structured calendar event information from natural language text. It identifies and structures key scheduling entities like action, date, time, attendees, location, duration, recurrence, and notes.
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**Example:**
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```
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### Developed by: [Pramod Koujalagi](https://www.pramodkoujalagi.com)
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### Resources for more information:
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- GitHub Repository: [SmolLM2-360M-Instruct-Text-2-JSON]
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- Original Base Model: [SmolLM2-360M](https://huggingface.co/unsloth/SmolLM2-360M-Instruct-bnb-4bit)
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---
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license: apache-2.0
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+
language:
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| 4 |
+
- en
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| 5 |
+
metrics:
|
| 6 |
+
- accuracy
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| 7 |
+
- perplexity
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| 8 |
+
base_model:
|
| 9 |
+
- unsloth/SmolLM2-360M-Instruct-bnb-4bit
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| 10 |
+
tags:
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| 11 |
+
- transformers
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| 12 |
+
- unsloth
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| 13 |
+
- trl
|
| 14 |
+
- llama
|
| 15 |
+
- text-to-json
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| 16 |
+
- Text-2-JSON
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| 17 |
+
- Text-To-JSON
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| 18 |
+
- calendar-parsing
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| 19 |
+
- entity-extraction
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| 20 |
+
- json-structured-output
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| 21 |
+
- event-scheduling
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| 22 |
+
library_name: transformers
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+
---
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Developed by: [Pramod Koujalagi](https://www.pramodkoujalagi.com)
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# SmolLM2-360M-Instruct-Text-2-JSON
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A fine-tuned version of SmolLM2-360M-Instruct-bnb-4bit specialized for parsing unstructured calendar event requests into structured JSON data.
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## Model Description
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This model is fine-tuned on SmolLM2-360M-Instruct-bnb-4bit using QLoRA to extract structured calendar event information from natural language text. It identifies and structures key scheduling entities like action, date, time, attendees, location, duration, recurrence, and notes.
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**Example:**
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}
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```
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### Resources for more information:
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- GitHub Repository: [SmolLM2-360M-Instruct-Text-2-JSON]
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- Original Base Model: [SmolLM2-360M](https://huggingface.co/unsloth/SmolLM2-360M-Instruct-bnb-4bit)
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