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Model: rwitz2/go-bruins-v2.1 Source: Original Platform
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README.md
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---
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license: cc-by-nc-4.0
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language:
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- en
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pipeline_tag: text-generation
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---
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Merge:
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```
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slices:
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- sources:
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- model: viethq188/LeoScorpius-7B-Chat-DPO
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layer_range: [0, 32]
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- model: GreenNode/GreenNodeLM-7B-v1olet
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layer_range: [0, 32]
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merge_method: slerp
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base_model: viethq188/LeoScorpius-7B-Chat-DPO
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5 # fallback for rest of tensors
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dtype: float16
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```
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# Go Bruins V2.1 - A Fine-tuned Language Model
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## Updates
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## Overview
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**Go Bruins-V2** is a language model fine-tuned on the rwitz/go-bruins architecture. It's designed to push the boundaries of NLP applications, offering unparalleled performance in generating human-like text.
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## Model Details
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- **Developer:** Ryan Witzman
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- **Base Model:** [rwitz/go-bruins](https://huggingface.co/rwitz/go-bruins)
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- **Fine-tuning Method:** Direct Preference Optimization (DPO)
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- **Training Steps:** 642
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- **Language:** English
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- **License:** MIT
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## Capabilities
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Go Bruins excels in a variety of NLP tasks, including but not limited to:
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- Text generation
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- Language understanding
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- Sentiment analysis
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## Usage
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**Warning:** This model may output NSFW or illegal content. Use with caution and at your own risk.
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### For Direct Use:
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```python
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from transformers import pipeline
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model_name = "rwitz/go-bruins-v2"
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inference_pipeline = pipeline('text-generation', model=model_name)
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input_text = "Your input text goes here"
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output = inference_pipeline(input_text)
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print(output)
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```
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### Not Recommended For:
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- Illegal activities
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- Harassment
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- Professional advice or crisis situations
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## Training and Evaluation
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Trained on a dataset from [athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW](https://huggingface.co/datasets/athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW), Go Bruins V2 has shown promising improvements over its predecessor, Go Bruins.
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# Evaluations
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| Metric | Average | Arc Challenge | Hella Swag | MMLU | Truthful Q&A | Winogrande | GSM8k |
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|---------------|---------|---------------|------------|------|--------------|------------|-------|
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| **Score** | 72.07 | 69.8 | 87.05| 64.75 | 59.7 | 81.45 | 69.67 |
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Note: The original MMLU evaluation has been corrected to include 5-shot data rather than 1-shot data.
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## Contact
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For any inquiries or feedback, reach out to Ryan Witzman on Discord: `rwitz_`.
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---
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## Citations
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```
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@misc{unacybertron7b,
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title={Cybertron: Uniform Neural Alignment},
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author={Xavier Murias},
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year={2023},
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publisher = {HuggingFace},
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journal = {HuggingFace repository},
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howpublished = {\url{https://huggingface.co/fblgit/una-cybertron-7b-v2-bf16}},
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}
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```
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*This model card was created with care by Ryan Witzman.*
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rewrite this model card for new version called go-bruins-v2 that is finetuned on dpo on the original go-bruins model on athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"transformers_version": "4.36.0",
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"use_cache": true,
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"vocab_size": 32000
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}
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28
special_tokens_map.json
Normal file
28
special_tokens_map.json
Normal file
@@ -0,0 +1,28 @@
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"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
48
tokenizer_config.json
Normal file
48
tokenizer_config.json
Normal file
@@ -0,0 +1,48 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [
|
||||
"<unk>",
|
||||
"<s>",
|
||||
"</s>"
|
||||
],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": null,
|
||||
"padding_side": "left",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true
|
||||
}
|
||||
Reference in New Issue
Block a user