Update model card
Browse files
README.md
CHANGED
|
@@ -1,3 +1,62 @@
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: apache-2.0
|
| 3 |
---
|
| 4 |
+
|
| 5 |
+
# Model Card for Model ID
|
| 6 |
+
|
| 7 |
+
This model is a finetuning of [Toten5/Marcoroni-neural-chat-7B-v2](https://huggingface.co/Toten5/Marcoroni-neural-chat-7B-v2)
|
| 8 |
+
|
| 9 |
+
## Model Details
|
| 10 |
+
|
| 11 |
+
### Model Description
|
| 12 |
+
|
| 13 |
+
- **Developed by:** Ignos
|
| 14 |
+
- **Model type:** Mistral
|
| 15 |
+
- **License:** Apache-2.0
|
| 16 |
+
|
| 17 |
+
## Uses
|
| 18 |
+
|
| 19 |
+
Model created to improve instructional behavior.
|
| 20 |
+
|
| 21 |
+
## Bias, Risks, and Limitations
|
| 22 |
+
|
| 23 |
+
The same bias, risks and limitations from base models.
|
| 24 |
+
|
| 25 |
+
## Training Details
|
| 26 |
+
|
| 27 |
+
### Training Data
|
| 28 |
+
|
| 29 |
+
- [tatsu-lab/alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca)
|
| 30 |
+
|
| 31 |
+
### Training Procedure
|
| 32 |
+
|
| 33 |
+
- Training with QLoRA approach and merging with base model.
|
| 34 |
+
|
| 35 |
+
### Results
|
| 36 |
+
|
| 37 |
+
- Huggingface evaluation pending
|
| 38 |
+
|
| 39 |
+
#### Summary
|
| 40 |
+
|
| 41 |
+
## Technical Specifications
|
| 42 |
+
|
| 43 |
+
### Model Architecture and Objective
|
| 44 |
+
|
| 45 |
+
- Models based on Mistral Architecture
|
| 46 |
+
|
| 47 |
+
### Compute Infrastructure
|
| 48 |
+
|
| 49 |
+
- Training on RunPod
|
| 50 |
+
|
| 51 |
+
#### Hardware
|
| 52 |
+
|
| 53 |
+
- 3 x RTX 4090
|
| 54 |
+
- 48 vCPU 377 GB RAM
|
| 55 |
+
|
| 56 |
+
#### Software
|
| 57 |
+
|
| 58 |
+
- Axolotl 0.3.0
|
| 59 |
+
|
| 60 |
+
### Framework versions
|
| 61 |
+
|
| 62 |
+
- PEFT 0.6.0
|