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Model: TehVenom/GPT-J-Pyg_PPO-6B Source: Original Platform
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---
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license: bigscience-openrail-m
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language:
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- en
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---
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GPT-J-Pyg_PPO-6B [GPT-J Pygmalion + GPT-J PPO_HH]
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GPT-J-Pyg_PPO-6B is an experimental model containing a parameter-wise 40/60 blend (weighted average PPO_HH:Pygmalion) of the weights of ppo_hh_gpt-j and Pygmalion-6b.
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-Intended Merge Value-
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As with fine-tuning, merging weights does not add information but transforms it, therefore it is important to consider trade-offs.
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Pyg_PPO combines ppo_hh_gpt-j and Pygmalion-6b; both technical
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achievements are blended with the intent to elevate the strengths of
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both. Datasets of both are linked below to assist in exploratory speculation on which datasets in what quantity and configuration have
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the largest impact on the usefulness of a model without the expense of
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fine-tuning. Blend was done in FP32 and output in FP16.
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-Intended Use-
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Research purposes only, intended for responsible use.
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Express a conversation in natural language, and Pyg_PPO will do the thing.
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Try starting a two line prompt such as:
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```
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Bot: "Hello, how are you?"
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You: "I am doing just fine, thank you."
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```
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Or any other
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topic, and the model will carry on in this back and forth format.
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Can also be used as a base to merge with other creative,
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technical, or adventure themed models of the same class
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(GPT-J & 6b NeoX) and parameter size (6b) to experiment with
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the morphology of model weights based on the value added
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by instruct.
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Merge tested using KoboldAI with Nucleus Sampling Top-P set to 0.9, Temperature at 0.6, and Repetition Penalty at 1.1; extra samplers
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disabled.
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-Credits To-
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Core Model:
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https://huggingface.co/EleutherAI/gpt-j-6B
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Author:
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https://www.eleuther.ai/
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Model1; 50% ppo_hh_gpt-j:
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https://huggingface.co/reciprocate/ppo_hh_gpt-j
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Author Repo:
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https://huggingface.co/reciprocate
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Related; CarperAI:
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https://huggingface.co/CarperAI
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Dataset is a variant of the Helpful Harmless assistant themed
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dataset and Proximal Policy Optimization, specific datasets
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used are unknown; listed repo datasets include:
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https://huggingface.co/datasets/reciprocate/summarize_eval_ilql
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https://huggingface.co/datasets/reciprocate/hh_eval_ilql
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PPO explained:
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https://paperswithcode.com/method/ppo
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Potential HH-type datasets utilized:
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https://huggingface.co/HuggingFaceH4
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https://huggingface.co/datasets/Anthropic/hh-rlhf
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Model2; 50% Pygmalion-6b:
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https://huggingface.co/PygmalionAI/pygmalion-6b
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Author Repo:
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https://huggingface.co/PygmalionAI
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Weight merge Script credit to Concedo:
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https://huggingface.co/concedo
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Model's card template credit to Digitous:
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https://huggingface.co/digitous/GPT-R
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config.json
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"transformer.wte.weight": "pytorch_model-00001-of-00006.bin"
|
||||
}
|
||||
}
|
||||
24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
"eos_token": {
|
||||
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|
||||
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|
||||
"normalized": true,
|
||||
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|
||||
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|
||||
},
|
||||
"pad_token": "<|endoftext|>",
|
||||
"unk_token": {
|
||||
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|
||||
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|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
101591
tokenizer.json
Normal file
101591
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
32
tokenizer_config.json
Normal file
32
tokenizer_config.json
Normal file
@@ -0,0 +1,32 @@
|
||||
{
|
||||
"add_prefix_space": false,
|
||||
"bos_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "<|endoftext|>",
|
||||
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|
||||
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|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
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|
||||
"single_word": false
|
||||
},
|
||||
"errors": "replace",
|
||||
"model_max_length": 1024,
|
||||
"name_or_path": "pygmalion-6b",
|
||||
"special_tokens_map_file": null,
|
||||
"tokenizer_class": "GPT2Tokenizer",
|
||||
"unk_token": {
|
||||
"__type": "AddedToken",
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
1
vocab.json
Normal file
1
vocab.json
Normal file
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user