Update README.md
Browse files
README.md
CHANGED
|
@@ -8,7 +8,7 @@ language:
|
|
| 8 |
pipeline_tag: text-generation
|
| 9 |
---
|
| 10 |
|
| 11 |
-
# Model Card for
|
| 12 |
|
| 13 |
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
|
|
@@ -35,8 +35,8 @@ pipeline_tag: text-generation
|
|
| 35 |
<!-- Provide the basic links for the model. -->
|
| 36 |
|
| 37 |
- **Repository:** [AvaLovelace1/LegoGPT](https://github.com/AvaLovelace1/LegoGPT)
|
| 38 |
-
- **Paper [optional]:**
|
| 39 |
-
- **Demo [optional]:**
|
| 40 |
|
| 41 |
## Uses
|
| 42 |
|
|
@@ -82,9 +82,7 @@ Use the code below to get started with the model.
|
|
| 82 |
|
| 83 |
### Training Data
|
| 84 |
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
[More Information Needed]
|
| 88 |
|
| 89 |
### Training Procedure
|
| 90 |
|
|
@@ -132,72 +130,28 @@ The model was fine-tuned using LoRA applied to the `q_proj` and `v_proj` matrice
|
|
| 132 |
#### Summary
|
| 133 |
|
| 134 |
|
| 135 |
-
|
| 136 |
-
## Model Examination [optional]
|
| 137 |
-
|
| 138 |
-
<!-- Relevant interpretability work for the model goes here -->
|
| 139 |
-
|
| 140 |
-
[More Information Needed]
|
| 141 |
-
|
| 142 |
## Environmental Impact
|
| 143 |
|
| 144 |
-
|
| 145 |
-
|
| 146 |
-
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
|
| 147 |
-
|
| 148 |
-
- **Hardware Type:** [More Information Needed]
|
| 149 |
-
- **Hours used:** [More Information Needed]
|
| 150 |
-
- **Cloud Provider:** [More Information Needed]
|
| 151 |
-
- **Compute Region:** [More Information Needed]
|
| 152 |
- **Carbon Emitted:** [More Information Needed]
|
| 153 |
|
| 154 |
-
##
|
| 155 |
-
|
| 156 |
-
### Model Architecture and Objective
|
| 157 |
-
|
| 158 |
-
[More Information Needed]
|
| 159 |
-
|
| 160 |
-
### Compute Infrastructure
|
| 161 |
-
|
| 162 |
-
[More Information Needed]
|
| 163 |
-
|
| 164 |
-
#### Hardware
|
| 165 |
-
|
| 166 |
-
[More Information Needed]
|
| 167 |
-
|
| 168 |
-
#### Software
|
| 169 |
-
|
| 170 |
-
[More Information Needed]
|
| 171 |
-
|
| 172 |
-
## Citation [optional]
|
| 173 |
|
| 174 |
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 175 |
|
| 176 |
**BibTeX:**
|
| 177 |
|
| 178 |
-
|
| 179 |
|
| 180 |
**APA:**
|
| 181 |
|
| 182 |
-
|
| 183 |
-
|
| 184 |
-
## Glossary [optional]
|
| 185 |
-
|
| 186 |
-
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
| 187 |
-
|
| 188 |
-
[More Information Needed]
|
| 189 |
-
|
| 190 |
-
## More Information [optional]
|
| 191 |
-
|
| 192 |
-
[More Information Needed]
|
| 193 |
-
|
| 194 |
-
## Model Card Authors [optional]
|
| 195 |
-
|
| 196 |
-
[More Information Needed]
|
| 197 |
|
| 198 |
## Model Card Contact
|
| 199 |
|
| 200 |
-
|
|
|
|
| 201 |
### Framework versions
|
| 202 |
|
| 203 |
- PEFT 0.15.0
|
|
|
|
| 8 |
pipeline_tag: text-generation
|
| 9 |
---
|
| 10 |
|
| 11 |
+
# Model Card for LegoGPT
|
| 12 |
|
| 13 |
<!-- Provide a quick summary of what the model is/does. -->
|
| 14 |
|
|
|
|
| 35 |
<!-- Provide the basic links for the model. -->
|
| 36 |
|
| 37 |
- **Repository:** [AvaLovelace1/LegoGPT](https://github.com/AvaLovelace1/LegoGPT)
|
| 38 |
+
- **Paper [optional]:** TBA
|
| 39 |
+
- **Demo [optional]:** TBA
|
| 40 |
|
| 41 |
## Uses
|
| 42 |
|
|
|
|
| 82 |
|
| 83 |
### Training Data
|
| 84 |
|
| 85 |
+
LegoGPT was trained using [StableText2Lego](https://huggingface.co/datasets/AvaLovelace/StableText2Lego), a dataset of 47k LEGO structures.
|
|
|
|
|
|
|
| 86 |
|
| 87 |
### Training Procedure
|
| 88 |
|
|
|
|
| 130 |
#### Summary
|
| 131 |
|
| 132 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 133 |
## Environmental Impact
|
| 134 |
|
| 135 |
+
- **Hardware Type:** 8x NVIDIA RTX A6000 (48 GB)
|
| 136 |
+
- **Hours used:** 0.5
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
- **Carbon Emitted:** [More Information Needed]
|
| 138 |
|
| 139 |
+
## Citation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
|
| 141 |
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
| 142 |
|
| 143 |
**BibTeX:**
|
| 144 |
|
| 145 |
+
TBA
|
| 146 |
|
| 147 |
**APA:**
|
| 148 |
|
| 149 |
+
TBA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 150 |
|
| 151 |
## Model Card Contact
|
| 152 |
|
| 153 |
+
Ava Pun ([email protected])
|
| 154 |
+
|
| 155 |
### Framework versions
|
| 156 |
|
| 157 |
- PEFT 0.15.0
|