File size: 1,199 Bytes
90deb40 5f7b78a 90deb40 5f7b78a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 |
---
license: apache-2.0
datasets:
- HuggingFaceTB/cosmopedia
- databricks/databricks-dolly-15k
- Open-Orca/OpenOrca
language:
- en
metrics:
- accuracy
library_name: transformers
pipeline_tag: text-generation
---
# WikiChat-v0.2
Training in progress model to have conversations.
The GGUFs uploaded are full FP32 precision.
Using OpenOrca GPT-4 data + cosmopedia for some extra data + dolly15k for instruct
## Model Details:
- 40M parameters
- 8 attention heads
- 32 layers
- 384 embeddings size
- 2048/8192 context (please use 4x RoPE scaling)
## Prompt Format (Alpaca):
```
Instruction: {system}
Input: {prompt}
Response: {response}
```
Please structure your prompts in an instruct format for maximum performance.
## Training Details:
- 1x RTX 3070 8GB (Infrencing speed: 80tok/s, full GPU offload)
- 1x Ryzen 3 3700x
- 96gb RAM
- 10 iterations
- Loss Target = 2.5 to 3.0
- Approx 30 samples (>0.0001 epoches)
- Training data = Refer to OpenOrca page
## Notes:
The model isn't ready yet; this is to test tokenization of OpenOrca and a balance between training speed and model size
## Example output:
```
User: What is the square root of 4?
```
```
Assistant: The square root of 4 is 2.
``` |