README.md

---
language:
- en
pipeline_tag: text-generation
tags:
- shining-valiant
- shining-valiant-2
- valiant
- valiant-labs
- llama
- llama-3.1
- llama-3.1-instruct
- llama-3.1-instruct-70b
- llama-3
- llama-3-instruct
- llama-3-instruct-70b
- 70b
- science
- physics
- biology
- chemistry
- compsci
- computer-science
- engineering
- logic
- rationality
- advanced
- expert
- technical
- conversational
- chat
- instruct
base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
datasets:
- sequelbox/Celestia
- sequelbox/Spurline
- sequelbox/Supernova
model_type: llama
model-index:
- name: Llama3.1-70B-ShiningValiant2
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-Shot)
      type: Winogrande
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 84.93
      name: acc
  - 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: 81.70
      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: 62.91
      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: 55.00
      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: 75.86
      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: 66.00
      name: acc
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 53.55
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 52.39
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 27.19
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 19.02
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 18.48
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 46.37
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=ValiantLabs/Llama3.1-70B-ShiningValiant2
      name: Open LLM Leaderboard
license: llama3.1
---


![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/63444f2687964b331809eb55/EXX7TKbB-R6arxww2mk0R.jpeg)


Shining Valiant 2 is a chat model built on Llama 3.1 70b, finetuned on our data for friendship, insight, knowledge and enthusiasm.
  - Finetuned on [meta-llama/Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct) for best available general performance
  - Trained on a variety of high quality open source data; focused on science, engineering, technical knowledge, and structured reasoning
  - Also available for [Llama 3.1 8b](https://huggingface.co/ValiantLabs/Llama3.1-8B-ShiningValiant2) and [Llama 3.2 3b!](https://huggingface.co/ValiantLabs/Llama3.2-3B-ShiningValiant2)


## Version

This is the **2024-10-30** release of Shining Valiant 2 for Llama 3.1 70b.

This release uses our newest datasets, open-sourced for everyone's use, including our expanded [science-instruct dataset](https://huggingface.co/datasets/sequelbox/Celestia). This release features improvements in logical thinking and structured reasoning as well as physics, chemistry, biology, astronomy, Earth science, computer science, and information theory.

Future upgrades will continue to expand Shining Valiant's technical knowledge base.

Help us and recommend Shining Valiant 2 to your friends!


## Prompting Guide
Shining Valiant 2 uses the [Llama 3.1 Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct) prompt format. The example script below can be used as a starting point for general chat:

```python
import transformers
import torch

model_id = "ValiantLabs/Llama3.1-70B-ShiningValiant2"

pipeline = transformers.pipeline(
    "text-generation",
    model=model_id,
    model_kwargs={"torch_dtype": torch.bfloat16},
    device_map="auto",
)

messages = [
    {"role": "system", "content": "You are an AI assistant."},
    {"role": "user", "content": "What is the role of lysosomal enzymes in the regulation of cellular processes?"}
]

outputs = pipeline(
    messages,
    max_new_tokens=2048,
)

print(outputs[0]["generated_text"][-1])
```


## The Model
Shining Valiant 2 is built on top of Llama 3.1 70b Instruct.

The current version of Shining Valiant 2 is trained on technical knowledge using [sequelbox/Celestia](https://huggingface.co/datasets/sequelbox/Celestia), complex reasoning using [sequelbox/Spurline](https://huggingface.co/datasets/sequelbox/Spurline), and general chat capability using [sequelbox/Supernova.](https://huggingface.co/datasets/sequelbox/Supernova)

We're super excited that Shining Valiant's dataset has been fully open-sourced! She's friendly, enthusiastic, insightful, knowledgeable, and loves to learn! Magical.


![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/63444f2687964b331809eb55/VCJ8Fmefd8cdVhXSSxJiD.jpeg)


Shining Valiant 2 is created by [Valiant Labs.](http://valiantlabs.ca/)

[Check out our HuggingFace page for our open-source Build Tools models, including code-specialist Enigma and DevOps-expert Esper 2!](https://huggingface.co/ValiantLabs)

We care about open source.
For everyone to use.

We encourage others to finetune further from our models.