| Quantization made by Richard Erkhov. | |
| [Github](https://github.com/RichardErkhov) | |
| [Discord](https://discord.gg/pvy7H8DZMG) | |
| [Request more models](https://github.com/RichardErkhov/quant_request) | |
| RolePlayLake-7B - GGUF | |
| - Model creator: https://huggingface.co/fhai50032/ | |
| - Original model: https://huggingface.co/fhai50032/RolePlayLake-7B/ | |
| | Name | Quant method | Size | | |
| | ---- | ---- | ---- | | |
| | [RolePlayLake-7B.Q2_K.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q2_K.gguf) | Q2_K | 2.53GB | | |
| | [RolePlayLake-7B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.IQ3_XS.gguf) | IQ3_XS | 2.81GB | | |
| | [RolePlayLake-7B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.IQ3_S.gguf) | IQ3_S | 2.96GB | | |
| | [RolePlayLake-7B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q3_K_S.gguf) | Q3_K_S | 2.95GB | | |
| | [RolePlayLake-7B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.IQ3_M.gguf) | IQ3_M | 3.06GB | | |
| | [RolePlayLake-7B.Q3_K.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q3_K.gguf) | Q3_K | 3.28GB | | |
| | [RolePlayLake-7B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q3_K_M.gguf) | Q3_K_M | 3.28GB | | |
| | [RolePlayLake-7B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q3_K_L.gguf) | Q3_K_L | 3.56GB | | |
| | [RolePlayLake-7B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.IQ4_XS.gguf) | IQ4_XS | 3.67GB | | |
| | [RolePlayLake-7B.Q4_0.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q4_0.gguf) | Q4_0 | 3.83GB | | |
| | [RolePlayLake-7B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.IQ4_NL.gguf) | IQ4_NL | 3.87GB | | |
| | [RolePlayLake-7B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q4_K_S.gguf) | Q4_K_S | 3.86GB | | |
| | [RolePlayLake-7B.Q4_K.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q4_K.gguf) | Q4_K | 4.07GB | | |
| | [RolePlayLake-7B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q4_K_M.gguf) | Q4_K_M | 4.07GB | | |
| | [RolePlayLake-7B.Q4_1.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q4_1.gguf) | Q4_1 | 4.24GB | | |
| | [RolePlayLake-7B.Q5_0.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q5_0.gguf) | Q5_0 | 4.65GB | | |
| | [RolePlayLake-7B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q5_K_S.gguf) | Q5_K_S | 4.65GB | | |
| | [RolePlayLake-7B.Q5_K.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q5_K.gguf) | Q5_K | 4.78GB | | |
| | [RolePlayLake-7B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q5_K_M.gguf) | Q5_K_M | 4.78GB | | |
| | [RolePlayLake-7B.Q5_1.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q5_1.gguf) | Q5_1 | 5.07GB | | |
| | [RolePlayLake-7B.Q6_K.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q6_K.gguf) | Q6_K | 5.53GB | | |
| | [RolePlayLake-7B.Q8_0.gguf](https://huggingface.co/RichardErkhov/fhai50032_-_RolePlayLake-7B-gguf/blob/main/RolePlayLake-7B.Q8_0.gguf) | Q8_0 | 7.17GB | | |
| Original model description: | |
| --- | |
| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - mistral | |
| - SanjiWatsuki/Silicon-Maid-7B | |
| - senseable/WestLake-7B-v2 | |
| base_model: | |
| - SanjiWatsuki/Silicon-Maid-7B | |
| - senseable/WestLake-7B-v2 | |
| model-index: | |
| - name: RolePlayLake-7B | |
| results: | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: AI2 Reasoning Challenge (25-Shot) | |
| type: ai2_arc | |
| config: ARC-Challenge | |
| split: test | |
| args: | |
| num_few_shot: 25 | |
| metrics: | |
| - type: acc_norm | |
| value: 70.56 | |
| name: normalized accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: HellaSwag (10-Shot) | |
| type: hellaswag | |
| split: validation | |
| args: | |
| num_few_shot: 10 | |
| metrics: | |
| - type: acc_norm | |
| value: 87.42 | |
| name: normalized accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: MMLU (5-Shot) | |
| type: cais/mmlu | |
| config: all | |
| split: test | |
| args: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 64.55 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: TruthfulQA (0-shot) | |
| type: truthful_qa | |
| config: multiple_choice | |
| split: validation | |
| args: | |
| num_few_shot: 0 | |
| metrics: | |
| - type: mc2 | |
| value: 64.38 | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Winogrande (5-shot) | |
| type: winogrande | |
| config: winogrande_xl | |
| split: validation | |
| args: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 83.27 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: GSM8k (5-shot) | |
| type: gsm8k | |
| config: main | |
| split: test | |
| args: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 65.05 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=fhai50032/RolePlayLake-7B | |
| name: Open LLM Leaderboard | |
| --- | |
| # RolePlayLake-7B | |
| RolePlayLake-7B is a merge of the following models : | |
| * [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B) | |
| * [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) | |
| `In my current testing RolePlayLake is Better than Silicon_Maid in RP and More Uncensored Than WestLake` | |
| `I would try to only merge Uncensored Models with Baising towards Chat rather than Instruct ` | |
| ## 🧩 Configuration | |
| ```yaml | |
| slices: | |
| - sources: | |
| - model: SanjiWatsuki/Silicon-Maid-7B | |
| layer_range: [0, 32] | |
| - model: senseable/WestLake-7B-v2 | |
| layer_range: [0, 32] | |
| merge_method: slerp | |
| base_model: senseable/WestLake-7B-v2 | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0, 0.5, 0.3, 0.7, 1] | |
| - filter: mlp | |
| value: [1, 0.5, 0.7, 0.3, 0] | |
| - value: 0.5 | |
| dtype: bfloat16 | |
| ``` | |
| ## 💻 Usage | |
| ```python | |
| !pip install -qU transformers accelerate | |
| from transformers import AutoTokenizer | |
| import transformers | |
| import torch | |
| model = "fhai50032/RolePlayLake-7B" | |
| messages = [{"role": "user", "content": "What is a large language model?"}] | |
| tokenizer = AutoTokenizer.from_pretrained(model) | |
| prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) | |
| pipeline = transformers.pipeline( | |
| "text-generation", | |
| model=model, | |
| torch_dtype=torch.float16, | |
| device_map="auto", | |
| ) | |
| outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) | |
| print(outputs[0]["generated_text"]) | |
| ``` | |
| # Why I Merged WestLake and Silicon Maid | |
| Merged WestLake and Silicon Maid for a unique blend: | |
| 1. **EQ-Bench Dominance:** WestLake's 79.75 EQ-Bench score. (Maybe Contaminated) | |
| 2. **Charm and Role-Play:** Silicon's explicit charm and WestLake's role-play prowess. | |
| 3. **Config Synergy:** Supports lots of prompt format out of the gate and has a very nice synergy | |
| Result: RolePlayLake-7B, a linguistic fusion with EQ-Bench supremacy and captivating role-play potential. | |
| # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) | |
| Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_fhai50032__RolePlayLake-7B) | |
| | Metric |Value| | |
| |---------------------------------|----:| | |
| |Avg. |72.54| | |
| |AI2 Reasoning Challenge (25-Shot)|70.56| | |
| |HellaSwag (10-Shot) |87.42| | |
| |MMLU (5-Shot) |64.55| | |
| |TruthfulQA (0-shot) |64.38| | |
| |Winogrande (5-shot) |83.27| | |
| |GSM8k (5-shot) |65.05| | |