README.md

---
license: apache-2.0
tags:
- dpo
- 13B
- merge
datasets:
- argilla/distilabel-intel-orca-dpo-pairs
base_model:
- vicgalle/SOLAR-13B-Instruct-v1.0
model-index:
- name: solarized-13B-dpo
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: AI2 Reasoning Challenge (25-Shot)
      type: ai2_arc
      config: ARC-Challenge
      split: test
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 62.71
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: HellaSwag (10-Shot)
      type: hellaswag
      split: validation
      args:
        num_few_shot: 10
    metrics:
    - type: acc_norm
      value: 81.82
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU (5-Shot)
      type: cais/mmlu
      config: all
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 59.12
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: TruthfulQA (0-shot)
      type: truthful_qa
      config: multiple_choice
      split: validation
      args:
        num_few_shot: 0
    metrics:
    - type: mc2
      value: 66.25
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-shot)
      type: winogrande
      config: winogrande_xl
      split: validation
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 76.01
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GSM8k (5-shot)
      type: gsm8k
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 26.38
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/solarized-13B-dpo
      name: Open LLM Leaderboard
---

# solarized-13B-dpo

DPO'd from vicgalle/SOLAR-13B-Instruct-v1.0, a SOLAR-like model upscaled to 13B. 
It is a frankenmerge model created using mergekit, alternating layers of Nous-Hermes-2-SOLAR-10.7B and SOLAR-10.7B-Instruct. Then, we applied DPO over a high-quality preference dataset.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fad8602b8423e1d80b8a965/rNtaTqTKrAoN5-C5DuPgu.png)

## Sample generations

**Generate a movie review about the Pokémon 1 movie, focusing on BDSM.**

> In an unexpected turn of events, the cinematic adaptation of the "Pokémon: The First Movie" delves into BDSM themes despite it being primarily focused on family entertainment. This film takes viewers to a journey where Ash Ketchum, Brock, and Misty encounter Mewtwo—a powerful genetically-engineered Pokémon.
The storyline's subtle inclinations towards bondage, dominance, and submission manifest through the character of Mewtwo, which seeks to overthrow its human-made oppressors. This concept finds parallels in BDSM, as Mewtwo becomes a metaphor for an individual embracing their subversive nature while resisting societal norms imposed by dominant figures within that society.
The movie's visual elements and rich color palette create a perfect canvas to showcase the darker, sensual undertones. Scenes of Pokémon battles represent the dominance and submission found in BDSM relationships, with trainers portrayed as authoritative figures wielding control over their creatures.
The climax of the film presents an exploration of the struggle between humanity and nature, symbolizing the need for balance and respect within a BDSM lifestyle. The final battle between Mewtwo and its clones, accompanied by a powerful soundtrack, delves into themes of acceptance, freedom, and ultimately finding one's place in society.
The film's incorporation of BDSM elements might come as a surprise to viewers, but it adds depth to the narrative and enriches the overall cinematic experience. While still an animated family flick based on the popular franchise, "Pokémon: The First Movie" succeeds in weaving threads of BDSM into its story, making it a noteworthy addition within the sub-genre of anime adaptations.
In conclusion, this groundbreaking adaptation of Pokémon's first movie demonstrates how a seemingly innocent family film can hold provocative and thought-provoking messages, exploring themes of power dynamics, identity, and self-acceptance through the lens of BDSM. [end of text]
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_vicgalle__solarized-13B-dpo)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |62.05|
|AI2 Reasoning Challenge (25-Shot)|62.71|
|HellaSwag (10-Shot)              |81.82|
|MMLU (5-Shot)                    |59.12|
|TruthfulQA (0-shot)              |66.25|
|Winogrande (5-shot)              |76.01|
|GSM8k (5-shot)                   |26.38|