Quantization made by Richard Erkhov. [Github](https://github.com/RichardErkhov) [Discord](https://discord.gg/pvy7H8DZMG) [Request more models](https://github.com/RichardErkhov/quant_request) NeuralHermes-2.5-Mistral-7B-laser - GGUF - Model creator: https://huggingface.co./mlabonne/ - Original model: https://huggingface.co./mlabonne/NeuralHermes-2.5-Mistral-7B-laser/ | Name | Quant method | Size | | ---- | ---- | ---- | | [NeuralHermes-2.5-Mistral-7B-laser.Q2_K.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q2_K.gguf) | Q2_K | 2.53GB | | [NeuralHermes-2.5-Mistral-7B-laser.IQ3_XS.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.IQ3_XS.gguf) | IQ3_XS | 2.81GB | | [NeuralHermes-2.5-Mistral-7B-laser.IQ3_S.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.IQ3_S.gguf) | IQ3_S | 2.96GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q3_K_S.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q3_K_S.gguf) | Q3_K_S | 2.95GB | | [NeuralHermes-2.5-Mistral-7B-laser.IQ3_M.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.IQ3_M.gguf) | IQ3_M | 3.06GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q3_K.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q3_K.gguf) | Q3_K | 3.28GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q3_K_M.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q3_K_M.gguf) | Q3_K_M | 3.28GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q3_K_L.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q3_K_L.gguf) | Q3_K_L | 3.56GB | | [NeuralHermes-2.5-Mistral-7B-laser.IQ4_XS.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.IQ4_XS.gguf) | IQ4_XS | 3.67GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q4_0.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q4_0.gguf) | Q4_0 | 3.83GB | | [NeuralHermes-2.5-Mistral-7B-laser.IQ4_NL.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.IQ4_NL.gguf) | IQ4_NL | 3.87GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q4_K_S.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q4_K_S.gguf) | Q4_K_S | 3.86GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q4_K.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q4_K.gguf) | Q4_K | 4.07GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q4_K_M.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q4_K_M.gguf) | Q4_K_M | 4.07GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q4_1.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q4_1.gguf) | Q4_1 | 4.24GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q5_0.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q5_0.gguf) | Q5_0 | 4.65GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q5_K_S.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q5_K_S.gguf) | Q5_K_S | 4.65GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q5_K.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q5_K.gguf) | Q5_K | 4.78GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q5_K_M.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q5_K_M.gguf) | Q5_K_M | 4.78GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q5_1.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q5_1.gguf) | Q5_1 | 5.07GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q6_K.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q6_K.gguf) | Q6_K | 5.53GB | | [NeuralHermes-2.5-Mistral-7B-laser.Q8_0.gguf](https://huggingface.co./RichardErkhov/mlabonne_-_NeuralHermes-2.5-Mistral-7B-laser-gguf/blob/main/NeuralHermes-2.5-Mistral-7B-laser.Q8_0.gguf) | Q8_0 | 7.17GB | Original model description: --- language: - en license: apache-2.0 tags: - mistral - instruct - finetune - chatml - gpt4 - synthetic data - distillation - dpo - rlhf - laser datasets: - mlabonne/chatml_dpo_pairs base_model: teknium/OpenHermes-2.5-Mistral-7B model-index: - name: NeuralHermes-2.5-Mistral-7B-laser 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: 66.38 name: normalized accuracy source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser 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: 85.09 name: normalized accuracy source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser 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: 63.43 name: accuracy source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser 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: 54.95 source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser 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: 78.14 name: accuracy source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser 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: 55.72 name: accuracy source: url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=mlabonne/NeuralHermes-2.5-Mistral-7B-laser name: Open LLM Leaderboard ---