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Model: RatanRohith/NeuralPizza-7B-V0.3 Source: Original Platform
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README.md
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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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- transformers
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- fine-tuned
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- language-modeling
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- direct-preference-optimization
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datasets:
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- Intel/orca_dpo_pairs
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license: apache-2.0
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---
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## Model Description
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NeuralPizza-7B-V0.3 is a fine-tuned version of the RatanRohith/NeuralPizza-7B-V0.1 model, specialized through Direct Preference Optimization (DPO). It was fine-tuned using the argilla/distilabel-intel-orca-dpo-pairs dataset, focusing on enhancing model performance based on preference comparisons.
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## Intended Use
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This model is primarily intended for research and experimental applications in language modeling, especially for exploring the Direct Preference Optimization method. It provides insights into the nuances of DPO in the context of language model tuning.
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## Training Data
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The model was fine-tuned using the argilla/distilabel-intel-orca-dpo-pairs dataset. This dataset is designed for applying and testing Direct Preference Optimization techniques in language models.
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## Training Procedure
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The training followed the guidelines and methodologies outlined in the "Fine-Tune a Mistral 7B Model with Direct Preference Optimization" guide from Medium's Towards Data Science platform. Specific training regimes and hyperparameters are based on this guide. Here : https://medium.com/towards-data-science/fine-tune-a-mistral-7b-model-with-direct-preference-optimization-708042745aac
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## Limitations and Bias
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As an experimental model, it may carry biases inherent from its training data. The model's performance and outputs should be critically evaluated, especially in sensitive and diverse applications.
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config.json
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"architectures": [
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"MistralForCausalLM"
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"vocab_size": 32000
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}
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||||
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|
||||
}
|
||||
}
|
||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
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|
||||
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|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
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|
||||
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|
||||
"normalized": false,
|
||||
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|
||||
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|
||||
},
|
||||
"unk_token": {
|
||||
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|
||||
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|
||||
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|
||||
"rstrip": false,
|
||||
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|
||||
}
|
||||
}
|
||||
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.
42
tokenizer_config.json
Normal file
42
tokenizer_config.json
Normal file
@@ -0,0 +1,42 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
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|
||||
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|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": null,
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
Reference in New Issue
Block a user