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---
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language:
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- en
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license: apache-2.0
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- mistral
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- trl
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- sft
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- theprint
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base_model: unsloth/mistral-7b-instruct-v0.3-bnb-4bit
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datasets:
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- KingNish/reasoning-base-20k
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- arcee-ai/EvolKit-20k
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- cognitivecomputations/WizardLM_alpaca_evol_instruct_70k_unfiltered
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model-index:
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- name: ReWiz-7B
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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: 40.48
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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=theprint/ReWiz-7B
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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: 23.5
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||||
name: normalized accuracy
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||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-7B
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name: Open LLM Leaderboard
|
||||
- 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: 2.57
|
||||
name: exact match
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||||
source:
|
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-7B
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name: Open LLM Leaderboard
|
||||
- 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:
|
||||
- type: acc_norm
|
||||
value: 3.36
|
||||
name: acc_norm
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-7B
|
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name: Open LLM Leaderboard
|
||||
- task:
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type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: MuSR (0-shot)
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type: TAUR-Lab/MuSR
|
||||
args:
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num_few_shot: 0
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metrics:
|
||||
- type: acc_norm
|
||||
value: 16.74
|
||||
name: acc_norm
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-7B
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
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type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: MMLU-PRO (5-shot)
|
||||
type: TIGER-Lab/MMLU-Pro
|
||||
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:
|
||||
- type: acc
|
||||
value: 18.56
|
||||
name: accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=theprint/ReWiz-7B
|
||||
name: Open LLM Leaderboard
|
||||
---
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||||
<img src="https://huggingface.co/theprint/ReWiz-Llama-3.2-3B/resolve/main/ReWiz_banner.png">
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# ReWiz-7B
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This is a fine tune of Mistral 7B Instruct (0.3). Half the data was geared towards better reasoning (EvolKit-20k and reasoning-base-20k), the other half will help to de-censor the model (WizardLM data set).
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# Uploaded model
|
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- **Developed by:** theprint
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- **License:** apache-2.0
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- **Finetuned from model :** unsloth/mistral-7b-instruct-v0.3-bnb-4bit
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This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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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_theprint__ReWiz-7B)
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||||
| Metric |Value|
|
||||
|-------------------|----:|
|
||||
|Avg. |17.54|
|
||||
|IFEval (0-Shot) |40.48|
|
||||
|BBH (3-Shot) |23.50|
|
||||
|MATH Lvl 5 (4-Shot)| 2.57|
|
||||
|GPQA (0-shot) | 3.36|
|
||||
|MuSR (0-shot) |16.74|
|
||||
|MMLU-PRO (5-shot) |18.56|
|
||||
|
||||
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||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
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||||
}
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||||
98793
tokenizer.json
Normal file
98793
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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oid sha256:37f00374dea48658ee8f5d0f21895b9bc55cb0103939607c8185bfd1c6ca1f89
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||||
size 587404
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||||
6188
tokenizer_config.json
Normal file
6188
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user