| base_model: unsloth/llama-3.2-3b-instruct-bnb-4bit | |
| language: | |
| - en | |
| license: apache-2.0 | |
| tags: | |
| - text-generation-inference | |
| - transformers | |
| - unsloth | |
| - llama | |
| - trl | |
| model-index: | |
| - name: roger33303/llama3.2-3b-Instruct-Finetune-website-QnA | |
| results: | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: CER_SCORE | |
| type: cer_score | |
| value: 0.137935 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: METEOR | |
| type: meteor | |
| value: 0.903607 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: ROUGE1 | |
| type: rouge1 | |
| value: 0.904733 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: ROUGE2 | |
| type: rouge2 | |
| value: 0.867881 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: ROUGEL | |
| type: rougeL | |
| value: 0.905276 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: SACREBLEU | |
| type: sacrebleu | |
| value: 85.979319 | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Custom | |
| type: Custom | |
| split: test | |
| metrics: | |
| - name: ROUGELSUM | |
| type: rougeLsum | |
| value: 0.904084 | |
| # Uploaded model | |
| - **Developed by:** roger33303 | |
| - **License:** apache-2.0 | |
| - **Finetuned from model :** unsloth/llama-3.2-3b-instruct-bnb-4bit | |
| This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. | |
| [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |