ChatHercules-2.5-Mistral-7B-GGUF/README.md

license, tags, base_model, model-index, quantized_by, pipeline_tag

license	tags	base_model	model-index	quantized_by	pipeline_tag
apache-2.0	merge mergekit lazymergekit Locutusque/Hercules-2.5-Mistral-7B openchat/openchat-3.5-0106	Locutusque/Hercules-2.5-Mistral-7B openchat/openchat-3.5-0106	name results ChatHercules-2.5-Mistral-7B task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 65.1 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 84.61 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 65.35 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 47.52 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 81.85 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 64.97 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=hydra-project/ChatHercules-2.5-Mistral-7B Open LLM Leaderboard	bartowski	text-generation

Llamacpp Quantizations of ChatHercules-2.5-Mistral-7B

Using llama.cpp release b2334 for quantization.

Original model: https://huggingface.co/hydra-project/ChatHercules-2.5-Mistral-7B

Download a file (not the whole branch) from below:

Filename	Quant type	File Size	Description
ChatHercules-2.5-Mistral-7B-Q8_0.gguf	Q8_0	7.69GB	Extremely high quality, generally unneeded but max available quant.
ChatHercules-2.5-Mistral-7B-Q6_K.gguf	Q6_K	5.94GB	Very high quality, near perfect, recommended.
ChatHercules-2.5-Mistral-7B-Q5_K_M.gguf	Q5_K_M	5.13GB	High quality, very usable.
ChatHercules-2.5-Mistral-7B-Q5_K_S.gguf	Q5_K_S	4.99GB	High quality, very usable.
ChatHercules-2.5-Mistral-7B-Q5_0.gguf	Q5_0	4.99GB	High quality, older format, generally not recommended.
ChatHercules-2.5-Mistral-7B-Q4_K_M.gguf	Q4_K_M	4.36GB	Good quality, similar to 4.25 bpw.
ChatHercules-2.5-Mistral-7B-Q4_K_S.gguf	Q4_K_S	4.14GB	Slightly lower quality with small space savings.
ChatHercules-2.5-Mistral-7B-Q4_0.gguf	Q4_0	4.10GB	Decent quality, older format, generally not recommended.
ChatHercules-2.5-Mistral-7B-Q3_K_L.gguf	Q3_K_L	3.82GB	Lower quality but usable, good for low RAM availability.
ChatHercules-2.5-Mistral-7B-Q3_K_M.gguf	Q3_K_M	3.51GB	Even lower quality.
ChatHercules-2.5-Mistral-7B-Q3_K_S.gguf	Q3_K_S	3.16GB	Low quality, not recommended.
ChatHercules-2.5-Mistral-7B-Q2_K.gguf	Q2_K	2.71GB	Extremely low quality, not recommended.

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