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README.md
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---
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library_name: transformers
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tags:
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- mergekit
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- merge
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base_model:
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- Locutusque/Llama-3-NeuralHercules-5.0-8B
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- NousResearch/Meta-Llama-3-8B
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- NousResearch/Hermes-2-Theta-Llama-3-8B
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- Locutusque/llama-3-neural-chat-v2.2-8b
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model-index:
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- name: Llama-3-Yggdrasil-2.0-8B
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: IFEval (0-Shot)
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type: HuggingFaceH4/ifeval
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args:
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num_few_shot: 0
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metrics:
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- type: inst_level_strict_acc and prompt_level_strict_acc
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value: 53.71
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name: strict accuracy
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+
source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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name: Open LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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name: BBH (3-Shot)
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+
type: BBH
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+
args:
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+
num_few_shot: 3
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+
metrics:
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+
- type: acc_norm
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+
value: 26.92
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+
name: normalized accuracy
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+
source:
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+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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+
name: Open LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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+
name: MATH Lvl 5 (4-Shot)
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+
type: hendrycks/competition_math
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+
args:
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+
num_few_shot: 4
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+
metrics:
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+
- type: exact_match
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+
value: 6.87
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+
name: exact match
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+
source:
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+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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name: Open LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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+
name: GPQA (0-shot)
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+
type: Idavidrein/gpqa
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+
args:
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+
num_few_shot: 0
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+
metrics:
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+
- type: acc_norm
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+
value: 1.68
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+
name: acc_norm
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+
source:
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+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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+
name: Open LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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+
name: MuSR (0-shot)
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+
type: TAUR-Lab/MuSR
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+
args:
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+
num_few_shot: 0
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+
metrics:
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- type: acc_norm
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value: 8.07
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+
name: acc_norm
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+
source:
|
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+
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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name: Open LLM Leaderboard
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+
- task:
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type: text-generation
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+
name: Text Generation
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+
dataset:
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name: MMLU-PRO (5-shot)
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type: TIGER-Lab/MMLU-Pro
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 24.07
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name: accuracy
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+
source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Locutusque/Llama-3-Yggdrasil-2.0-8B
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name: Open LLM Leaderboard
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+
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---
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[![QuantFactory Banner](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)](https://hf.co/QuantFactory)
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# QuantFactory/Llama-3-Yggdrasil-2.0-8B-GGUF
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This is quantized version of [Locutusque/Llama-3-Yggdrasil-2.0-8B](https://huggingface.co/Locutusque/Llama-3-Yggdrasil-2.0-8B) created using llama.cpp
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# Original Model Card
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# merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) as a base.
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### Models Merged
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The following models were included in the merge:
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* [Locutusque/Llama-3-NeuralHercules-5.0-8B](https://huggingface.co/Locutusque/Llama-3-NeuralHercules-5.0-8B)
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* [NousResearch/Hermes-2-Theta-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-8B)
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* [Locutusque/llama-3-neural-chat-v2.2-8b](https://huggingface.co/Locutusque/llama-3-neural-chat-v2.2-8b)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: NousResearch/Meta-Llama-3-8B
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# No parameters necessary for base model
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- model: NousResearch/Hermes-2-Theta-Llama-3-8B
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parameters:
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density: 0.6
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weight: 0.55
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- model: Locutusque/llama-3-neural-chat-v2.2-8b
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+
parameters:
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density: 0.55
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weight: 0.4
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- model: Locutusque/Llama-3-NeuralHercules-5.0-8B
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+
parameters:
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density: 0.65
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+
weight: 0.6
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+
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merge_method: dare_ties
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base_model: NousResearch/Meta-Llama-3-8B
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parameters:
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int8_mask: true
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dtype: bfloat16
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+
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Locutusque__Llama-3-Yggdrasil-2.0-8B)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |20.22|
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|IFEval (0-Shot) |53.71|
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|BBH (3-Shot) |26.92|
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|MATH Lvl 5 (4-Shot)| 6.87|
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|GPQA (0-shot) | 1.68|
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|MuSR (0-shot) | 8.07|
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+
|MMLU-PRO (5-shot) |24.07|
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+
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+
|