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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ ---
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+ # LuminRP-13B-128k-v0.5
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+ LuminRP-13B-128k-v0.5 is the 13B parameter version of the v0.5, LuminRP-7B model which specializes in RP/ERP by merging a couple models that excels in it.
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+ ***
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+ >[!IMPORTANT]
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+ > * Link to [Ppoyaa/LuminRP-7B-128k-v0.5](https://huggingface.co/Ppoyaa/LuminRP-7B-128k-v0.5)
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+
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+ > * This model can and will output X-rated content.
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+ ***
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+ ## SillyTavern
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+ **Template**: Alpaca, ChatML, and Mistral should be okay.
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+
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+ **Instruct Mode**: On
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+ ***
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+ ## 💻 Usage
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+
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+ ```python
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+ !pip install -qU transformers accelerate
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+
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+ from transformers import AutoTokenizer
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+ import transformers
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+ import torch
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+
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+ model = "Ppoyaa/LuminRP-13B-128k-v0.5"
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+ messages = [{"role": "user", "content": "What is a large language model?"}]
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model)
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+ prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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+ pipeline = transformers.pipeline(
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+ "text-generation",
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+ model=model,
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+ torch_dtype=torch.float16,
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+ device_map="auto",
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+ )
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+
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+ outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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+ print(outputs[0]["generated_text"])
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+ ```
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+ ***
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+ Merge Details Below:
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+
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+ <details><summary>See Merge Config</summary>
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+
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+ ```
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+ ChaoticNeutrals/BuRP_7B
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+ Endevor/InfinityRP-v1-7B
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+ Nitral-AI/Kunocchini-7b-128k-test
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+ core-3/kuno-royale-v2-7b
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+ KatyTheCutie/LemonadeRP-4.5.3
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+ grimjim/kukulemon-7B
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+ MaziyarPanahi/Calme-7B-Instruct-v0.9
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+ icefog72/WestIceLemonTeaRP-32k-7b
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+ crestf411/daybreak-kunoichi-2dpo-7b
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+ Undi95/Mistral-RP-0.1-7B
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+ ```
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+ </details><br>
config.json ADDED
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+ {
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+ "_name_or_path": "Ppoyaa/LuminRP-7B-128k-v0.5",
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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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+ "bos_token_id": 1,
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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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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 131072,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 56,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": {
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+ "factor": 16.0,
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+ "finetuned": true,
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+ "original_max_position_embeddings": 8192,
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+ "type": "yarn"
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+ },
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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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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.39.3",
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+ "use_cache": true,
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+ "vocab_size": 32000,
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+ "quantization_config": {
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+ "quant_method": "exl2",
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+ "version": "0.1.1",
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+ "bits": 3.0,
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+ "head_bits": 6,
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+ "calibration": {
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+ "rows": 100,
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+ "length": 2048,
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+ "dataset": "(default)"
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+ }
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+ }
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+ }
mergekit_config.yml ADDED
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+ slices:
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+ - sources:
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+ - layer_range: [0, 8]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [4, 12]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [8, 16]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [12, 20]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [16, 24]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [20, 28]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ - sources:
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+ - layer_range: [24, 32]
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+ model: Ppoyaa/LuminRP-7B-128k-v0.5
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+ merge_method: passthrough
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+ dtype: bfloat16
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