transformers safetensors llama text-generation mergekit merge en dataset:lemonilia/LimaRP arxiv:2212.04089 base_model:intervitens/internlm2-base-20b-llama license:other autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model: [intervitens/internlm2-base-20b-llama]
language:
- en
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: other
datasets:
- lemonilia/LimaRP

---

Experimental model, LimaRP LoRA trained on top of internlm2-base-20b with 8192 context length and merged with internlm2-chat-20b.

Prompt format is ChatML. 

***

# internlm2-06limarp-1chat-TASK_ARITHM-20b-v0.03

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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using intervitens/internlm2-base-20b-llama as a base.

### Models Merged

The following models were included in the merge:
* ./internlm2-limarp-20b-v0.03
* ./internlm2-chat-20b-llama

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: ./internlm2-chat-20b-llama
    parameters:
      weight: 1.0
  - model: ./internlm2-limarp-20b-v0.03
    parameters:
      weight: 0.6
merge_method: task_arithmetic
base_model: ./internlm2-base-20b-llama
parameters:
  #normalize: false
  #int8_mask: true
dtype: bfloat16


```
