README.md

---
base_model:
- nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
- meta-llama/Llama-3.1-70B-Instruct
- ValiantLabs/Llama3.1-70B-ShiningValiant2
language:
- en
library_name: transformers
license: llama3.1
tags:
- llama
- llama3.1
- llama3
- meta
- 70b
- science
- physics
- biology
- chemistry
- compsci
- computer-science
- engineering
- logic
- rationality
- advanced
- expert
- technical
- conversational
- chat
- instruct
- mergekit
- merge
pipeline_tag: text-generation
model_type: llama
model-index:
- name: sequelbox/Llama3.1-70B-PlumChat
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-Shot)
      type: Winogrande
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 85.00
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: ARC Challenge (25-Shot)
      type: arc-challenge
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 67.41
      name: normalized accuracy
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU College Biology (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 93.75
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU High School Biology (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 91.94
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU Conceptual Physics (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 82.13
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU College Physics (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 60.78
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU High School Physics (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 62.25
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU College Chemistry (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 56.00
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU High School Chemistry (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 73.40
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU Astronomy (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 89.47
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU College Computer Science (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 64.00
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU High School Computer Science (5-Shot)
      type: MMLU
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 90.00
      name: acc

---
# PlumChat 70b

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details

Shining Valiant 2 + Nemotron for high quality general chat, science-instruct, and complex query performance.

### Merge Method

This model was merged using the della merge method using [meta-llama/Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [nvidia/Llama-3.1-Nemotron-70B-Instruct-HF](https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF)
* [ValiantLabs/Llama3.1-70B-ShiningValiant2](https://huggingface.co/ValiantLabs/Llama3.1-70B-ShiningValiant2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: della
dtype: bfloat16
parameters:
  normalize: true
models:
  - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
    parameters:
      density: 0.5
      weight: 0.3
  - model: ValiantLabs/Llama3.1-70B-ShiningValiant2
    parameters:
      density: 0.5
      weight: 0.25
base_model: meta-llama/Llama-3.1-70B-Instruct

```