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Model: vicgalle/Roleplay-Hermes-3-Llama-3.1-8B 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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- roleplay
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- rp
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- human
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license: apache-2.0
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datasets:
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- ResplendentAI/NSFW_RP_Format_DPO
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- Undi95/Weyaxi-humanish-dpo-project-noemoji
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---
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# Roleplay-Hermes-3-Llama-3.1-8B
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A DPO-tuned Hermes-3-Llama-3.1-8B to behave more "humanish", i.e., avoiding AI assistant slop. It also works for role-play (RP). To achieve this, the model was fine-tuned over a series of datasets:
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* `Undi95/Weyaxi-humanish-dpo-project-noemoji`, to make the model react as a human, rejecting assistant-like or too neutral responses.
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* `ResplendentAI/NSFW_RP_Format_DPO`, to steer the model towards using the \*action\* format in RP settings. Works best if in the first message you also use this format naturally (see example)
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## Usage example
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```
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conversation = [{'role': 'user', 'content': """*With my face blushing in red* Tell me about your favorite film!"""}]
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prompt = tokenizer.apply_chat_template(conversation, tokenize=False, add_generation_prompt=True)
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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outputs = model.generate(**inputs, max_new_tokens=512, do_sample=True, temperature=0.8)
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```
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The response is
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> \*blushing\* Aw, that's a tough one! There are so many great films out there. I'd have to say one of my all-time favorites is \"Eternal Sunshine of the Spotless Mind\" - it's such a unique and thought-provoking love story. But really, there are so many amazing films! What's your favorite? \*I hope mine is at least somewhat decent!\*
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**Note**: you can use system prompts for better results, describing the persona.
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config.json
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config.json
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{
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"_name_or_path": "NousResearch/Hermes-3-Llama-3.1-8B",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128040,
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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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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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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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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.44.0.dev0",
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"use_cache": true,
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"vocab_size": 128256
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}
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generation_config.json
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||||
17
special_tokens_map.json
Normal file
17
special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
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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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|
||||
},
|
||||
"pad_token": "<|im_end|>"
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2063
tokenizer_config.json
Normal file
2063
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user