初始化项目，由ModelHub XC社区提供模型
Model: flammenai/Mahou-1.5-mistral-nemo-12B Source: Original Platform
This commit is contained in:
ModelHub XC
156
README.md
Normal file
156
README.md
Normal file
@@ -0,0 +1,156 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
library_name: transformers
|
||||
base_model:
|
||||
- flammenai/Flammades-Mistral-Nemo-12B
|
||||
datasets:
|
||||
- flammenai/MahouMix-v1
|
||||
model-index:
|
||||
- name: Mahou-1.5-mistral-nemo-12B
|
||||
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: 67.51
|
||||
name: strict accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
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: 36.26
|
||||
name: normalized accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
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: 5.06
|
||||
name: exact match
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
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: 3.47
|
||||
name: acc_norm
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
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: 16.47
|
||||
name: acc_norm
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
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: 28.91
|
||||
name: accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=flammenai/Mahou-1.5-mistral-nemo-12B
|
||||
name: Open LLM Leaderboard
|
||||
---
|
||||
|
||||
|
||||
# Mahou-1.5-mistral-nemo-12B
|
||||
|
||||
Mahou is designed to provide short messages in a conversational context. It is capable of casual conversation and character roleplay.
|
||||
|
||||
### Chat Format
|
||||
|
||||
This model has been trained to use ChatML format.
|
||||
|
||||
```
|
||||
<|im_start|>system
|
||||
{{system}}<|im_end|>
|
||||
<|im_start|>{{char}}
|
||||
{{message}}<|im_end|>
|
||||
<|im_start|>{{user}}
|
||||
{{message}}<|im_end|>
|
||||
```
|
||||
|
||||
### Roleplay Format
|
||||
|
||||
- Speech without quotes.
|
||||
- Actions in `*asterisks*`
|
||||
|
||||
```
|
||||
*leans against wall cooly* so like, i just casted a super strong spell at magician academy today, not gonna lie, felt badass.
|
||||
```
|
||||
|
||||
### SillyTavern Settings
|
||||
|
||||
1. Use ChatML for the Context Template.
|
||||
2. Enable Instruct Mode.
|
||||
3. Use the [Mahou ChatML Instruct preset](https://huggingface.co/datasets/flammenai/Mahou-ST-ChatML-Instruct/raw/main/Mahou.json).
|
||||
4. Use the [Mahou Sampler preset](https://huggingface.co/datasets/flammenai/Mahou-ST-Sampler-Preset/raw/main/Mahou.json).
|
||||
|
||||
### Method
|
||||
|
||||
[ORPO finetuned](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html) with 4x H100 for 3 epochs.
|
||||
|
||||
|
||||
### [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_flammenai__Mahou-1.5-mistral-nemo-12B)
|
||||
|
||||
| Metric |Value|
|
||||
|-------------------|----:|
|
||||
|Avg. |26.28|
|
||||
|IFEval (0-Shot) |67.51|
|
||||
|BBH (3-Shot) |36.26|
|
||||
|MATH Lvl 5 (4-Shot)| 5.06|
|
||||
|GPQA (0-shot) | 3.47|
|
||||
|MuSR (0-shot) |16.47|
|
||||
|MMLU-PRO (5-shot) |28.91|
|
||||
|
||||
Reference in New Issue
Block a user