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RichardErkhov/Stopwolf_-_Zamfir-7B-slerp-gguf

sourceHugging Faceupdated 2y agoView on Hugging Face

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Quantization made by Richard Erkhov.

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Zamfir-7B-slerp - GGUF

—Model creator: https://huggingface.co/Stopwolf/
—Original model: https://huggingface.co/Stopwolf/Zamfir-7B-slerp/

Name	Quant method	Size
Zamfir-7B-slerp.Q2_K.gguf	Q2_K	2.53GB
Zamfir-7B-slerp.IQ3_XS.gguf	IQ3_XS	2.81GB
Zamfir-7B-slerp.IQ3_S.gguf	IQ3_S	2.96GB
Zamfir-7B-slerp.Q3_K_S.gguf	Q3KS	2.95GB
Zamfir-7B-slerp.IQ3_M.gguf	IQ3_M	3.06GB
Zamfir-7B-slerp.Q3_K.gguf	Q3_K	3.28GB
Zamfir-7B-slerp.Q3_K_M.gguf	Q3KM	3.28GB
Zamfir-7B-slerp.Q3_K_L.gguf	Q3KL	3.56GB
Zamfir-7B-slerp.IQ4_XS.gguf	IQ4_XS	3.67GB
Zamfir-7B-slerp.Q4_0.gguf	Q4_0	3.83GB
Zamfir-7B-slerp.IQ4_NL.gguf	IQ4_NL	3.87GB
Zamfir-7B-slerp.Q4_K_S.gguf	Q4KS	3.86GB
Zamfir-7B-slerp.Q4_K.gguf	Q4_K	4.07GB
Zamfir-7B-slerp.Q4_K_M.gguf	Q4KM	4.07GB
Zamfir-7B-slerp.Q4_1.gguf	Q4_1	4.24GB
Zamfir-7B-slerp.Q5_0.gguf	Q5_0	4.65GB
Zamfir-7B-slerp.Q5_K_S.gguf	Q5KS	4.65GB
Zamfir-7B-slerp.Q5_K.gguf	Q5_K	4.78GB
Zamfir-7B-slerp.Q5_K_M.gguf	Q5KM	4.78GB
Zamfir-7B-slerp.Q5_1.gguf	Q5_1	5.07GB
Zamfir-7B-slerp.Q6_K.gguf	Q6_K	5.53GB
Zamfir-7B-slerp.Q8_0.gguf	Q8_0	7.17GB

Original model description: --- license: apache-2.0 tags:

—merge
—mergekit
—lazymergekit
—gordicaleksa/YugoGPT
—HuggingFaceH4/zephyr-7b-beta ---

Zamfir-7B-slerp

Zamfir-7B-slerp is a merge of the following models using mergekit:

🧩 Configuration

yaml

slices:
  - sources:
      - model: gordicaleksa/YugoGPT
        layer_range: [0, 32]
      - model: HuggingFaceH4/zephyr-7b-beta
        layer_range: [0, 32]
merge_method: slerp
base_model: HuggingFaceH4/zephyr-7b-beta
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

Results

	ARC-E	ARC-C	Hellaswag	BoolQ	Winogrande	OpenbookQA	PiQA	NQ Open	TriviaQA	Avg.
Zamfir-7B	51.85	32.25	46.03	75.59	62.59	26.00	66.81	16.09	36.11	45.92
Mustra-7B	52.95	33.70	45.89	77.55	64.17	30.60	67.25	15.40	34.84	46.93