| | --- |
| | base_model: |
| | - appvoid/palmer-003 |
| | - l3utterfly/tinyllama-1.1b-layla-v4 |
| | - Josephgflowers/TinyLlama-3T-Cinder-v1.3 |
| | - vihangd/DopeyTinyLlama-1.1B-v1 |
| | - TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
| | - sreeramajay/TinyLlama-1.1B-orca-v1.0 |
| | library_name: transformers |
| | tags: |
| | - mergekit |
| | - merge |
| |
|
| | --- |
| | # merge |
| |
|
| | This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
| |
|
| | ## Merge Details |
| | ### Merge Method |
| |
|
| | This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) as a base. |
| |
|
| | ### Models Merged |
| |
|
| | The following models were included in the merge: |
| | * [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003) |
| | * [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4) |
| | * [Josephgflowers/TinyLlama-3T-Cinder-v1.3](https://huggingface.co/Josephgflowers/TinyLlama-3T-Cinder-v1.3) |
| | * [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1) |
| | * [sreeramajay/TinyLlama-1.1B-orca-v1.0](https://huggingface.co/sreeramajay/TinyLlama-1.1B-orca-v1.0) |
| |
|
| | ### Configuration |
| |
|
| | The following YAML configuration was used to produce this model: |
| |
|
| | ```yaml |
| | models: |
| | - model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
| | #no parameters necessary for base model |
| | - model: vihangd/DopeyTinyLlama-1.1B-v1 |
| | parameters: |
| | density: 0.85 |
| | weight: 0.30 |
| | - model: l3utterfly/tinyllama-1.1b-layla-v4 |
| | parameters: |
| | density: 0.80 |
| | weight: 0.40 |
| | - model: Josephgflowers/TinyLlama-3T-Cinder-v1.3 |
| | parameters: |
| | density: 0.50 |
| | weight: 0.25 |
| | - model: sreeramajay/TinyLlama-1.1B-orca-v1.0 |
| | parameters: |
| | density: 0.50 |
| | weight: 0.25 |
| | - model: appvoid/palmer-003 |
| | parameters: |
| | density: 0.90 |
| | weight: 0.40 |
| | |
| | merge_method: ties |
| | base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T |
| | parameters: |
| | normalize: true |
| | int8_mask: true |
| | dtype: float16 |
| | ``` |
| |
|
