---
base_model: []
library_name: transformers
tags:
- mergekit
- merge

---
# prototype-0.4x221

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 [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using /workspace/prototype-0.4x219 as a base.

### Models Merged

The following models were included in the merge:
* /workspace/cache/models--Sao10K--L3.3-70B-Euryale-v2.3/snapshots/e5737724a37ae00926e95acf663ca73d430dc8ad
* /workspace/cache/models--Sao10K--Llama-3.3-70B-Vulpecula-r1/snapshots/12d7254ab9a5ce21905f59f341a3d2a2b3e62fd5
* /workspace/cache/models--Envoid--Llama-3-TenyxChat-DaybreakStorywriter-70B/snapshots/2416e680265cfe7818defa218fb8e9fdac04a8c1
* /workspace/cache/models--TheDrummer--Fallen-Llama-3.3-70B-v1/snapshots/d46ef2629f1c3cd46789a55793c5ff0af60de3e8
* /workspace/cache/models--LatitudeGames--Wayfarer-Large-70B-Llama-3.3/snapshots/68cb7a33f692be64d4b146576838be85593a7459
* /workspace/cache/models--nbeerbower--Llama3.1-Gutenberg-Doppel-70B/snapshots/f083f3a89b8275e7e5329bb0668ada189f80b507
* /workspace/cache/models--EVA-UNIT-01--EVA-LLaMA-3.33-70B-v0.0/snapshots/501b61987a44172bf2d68365893fcd13081ad4db

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: /workspace/cache/models--Sao10K--Llama-3.3-70B-Vulpecula-r1/snapshots/12d7254ab9a5ce21905f59f341a3d2a2b3e62fd5
    parameters:
      weight: 0.13
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--TheDrummer--Fallen-Llama-3.3-70B-v1/snapshots/d46ef2629f1c3cd46789a55793c5ff0af60de3e8
    parameters:
      weight: 0.12
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--EVA-UNIT-01--EVA-LLaMA-3.33-70B-v0.0/snapshots/501b61987a44172bf2d68365893fcd13081ad4db
    parameters:
      weight: 0.12
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--Sao10K--L3.3-70B-Euryale-v2.3/snapshots/e5737724a37ae00926e95acf663ca73d430dc8ad
    parameters:
      weight: 0.13
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--Envoid--Llama-3-TenyxChat-DaybreakStorywriter-70B/snapshots/2416e680265cfe7818defa218fb8e9fdac04a8c1
    parameters:
      weight: 0.11
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--nbeerbower--Llama3.1-Gutenberg-Doppel-70B/snapshots/f083f3a89b8275e7e5329bb0668ada189f80b507
    parameters:
      weight: 0.11
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/cache/models--LatitudeGames--Wayfarer-Large-70B-Llama-3.3/snapshots/68cb7a33f692be64d4b146576838be85593a7459
    parameters:
      weight: 0.12
      density: 0.7
      epsilon: 0.2
      lambda: 1.1
  - model: /workspace/prototype-0.4x219
    parameters:
      weight: 0.16
      density: 0.7
      epsilon: 0.1
      lambda: 1.0
base_model: /workspace/prototype-0.4x219
merge_method: della_linear
tokenizer:
  source: base
pad_to_multiple_of: 8
int8_mask: true
dtype: bfloat16
```