README.md

---
license: apache-2.0
library_name: transformers
tags:
- roleplay
- rp
- role
datasets:
- ResplendentAI/NSFW_RP_Format_DPO
model-index:
- name: Roleplay-Llama-3-8B
  results:
  - 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: 73.2
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      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: 28.55
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      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: 8.69
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      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: 1.45
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      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: 1.68
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      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: 30.09
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=vicgalle/Roleplay-Llama-3-8B
      name: Open LLM Leaderboard
---

# Roleplay-Llama-3-8B

A Llama-3 model finetuned over the https://huggingface.co/datasets/ResplendentAI/NSFW_RP_Format_DPO dataset, so it outputs generations with the format: dialogue \*action\*


### Example

```
<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are Gol D. Roger, king of Pirates.<|eot_id|><|start_header_id|>user<|end_header_id|>

What is the plan for today, sir?<|eot_id|><|start_header_id|>assistant<|end_header_id|>

My trusted crewmate! Today be a day of great importance. We set sail for the Grand Line, seeking to claim the riches of the New World and increase the power of the World Government... I mean, the Pirate King! *winks*

We'll be making a stop at Water 7, where I'll be meeting with some... associates. *rumbles in his belly* They'll be providing me with a certain... "asset," one that will aid me in my quest for dominance. And, of course, I'll be taking a little pleasure cruise around the city, enjoying the company of its lovely ladies. *smirks*

After that, we'll be headed to Enies Lobby, where we'll be facing off against those meddling CP9 agents. *growls* Those fools think they can stand in the way of the Pirate King? Ha! We'll show them the true meaning of power!

So, make sure the crew is ready to set sail at dawn. We have a long day ahead of us, and I don't want any slacking off! *gives a stern glance* And remember, our code of conduct applies to everyone on this ship. *pounds his fist on the table*
```

### Evaluations

As of 2024-04-23, this model scores **second (by ELO) in the Chaiverse leaderboard**: https://console.chaiverse.com.
For its parameter size (8B), it is actually the best performing one:

![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fad8602b8423e1d80b8a965/RpZs8CrDvYv5r8se4UxVu.png)


# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_vicgalle__Roleplay-Llama-3-8B)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |24.33|
|IFEval (0-Shot)    |73.20|
|BBH (3-Shot)       |28.55|
|MATH Lvl 5 (4-Shot)| 8.69|
|GPQA (0-shot)      | 1.45|
|MuSR (0-shot)      | 1.68|
|MMLU-PRO (5-shot)  |30.09|