mamba-2.8b-hf-GGUF

bartowski/mamba-2.8b-hf-GGUF

mamba-2.8b-hf-GGUF is a text generation model from bartowski. Use it when you need the model to write or continue text. It is set up for transformers.

Using <a href="https://github.com/ggerganov/llama.cpp/"llama.cpp</a release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2536"b2536</a for quantization.

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Repo size

32.8 GB

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Hugging Face

Repo makeup

Click a slice to open those files.

.gguf32.8 GB · 100%

At a glance

Task: Text Generation
Library: transformers
Access: Public
Created: Apr 2, 2024
Updated: Apr 2, 2024
SHA: 479752a3

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Spaces

DigitalClockwork/R3BC

Model card

From the Hugging Face model README

Llamacpp Quantizations of mamba-2.8b-hf

Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2536">b2536</a> for quantization.

Original model: https://huggingface.co/state-spaces/mamba-2.8b-hf

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

Filename	Quant type	File Size	Description
mamba-2.8b-hf-Q8_0.gguf	Q8_0	3.30GB	Extremely high quality, generally unneeded but max available quant.
mamba-2.8b-hf-Q6_K.gguf	Q6_K	2.66GB	Very high quality, near perfect, recommended.
mamba-2.8b-hf-Q5_K_M.gguf	Q5_K_M	2.32GB	High quality, very usable.
mamba-2.8b-hf-Q5_K_S.gguf	Q5_K_S	2.32GB	High quality, very usable.
mamba-2.8b-hf-Q5_0.gguf	Q5_0	2.32GB	High quality, older format, generally not recommended.
mamba-2.8b-hf-Q4_K_M.gguf	Q4_K_M	2.01GB	Good quality, uses about 4.83 bits per weight.
mamba-2.8b-hf-Q4_K_S.gguf	Q4_K_S	2.01GB	Slightly lower quality with small space savings.
mamba-2.8b-hf-IQ4_NL.gguf	IQ4_NL	2.01GB	Decent quality, similar to Q4_K_S, new method of quanting,
mamba-2.8b-hf-IQ4_XS.gguf	IQ4_XS	1.93GB	Decent quality, new method with similar performance to Q4.
mamba-2.8b-hf-Q4_0.gguf	Q4_0	2.01GB	Decent quality, older format, generally not recommended.
mamba-2.8b-hf-Q3_K_L.gguf	Q3_K_L	1.68GB	Lower quality but usable, good for low RAM availability.
mamba-2.8b-hf-Q3_K_M.gguf	Q3_K_M	1.68GB	Even lower quality.
mamba-2.8b-hf-IQ3_M.gguf	IQ3_M	1.68GB	Medium-low quality, new method with decent performance.
mamba-2.8b-hf-IQ3_S.gguf	IQ3_S	1.68GB	Lower quality, new method with decent performance, recommended over Q3 quants.
mamba-2.8b-hf-Q3_K_S.gguf	Q3_K_S	1.68GB	Low quality, not recommended.
mamba-2.8b-hf-Q2_K.gguf	Q2_K	1.42GB	Extremely low quality, not recommended.

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Task: Text Generation
Library: transformers
Created: Apr 2, 2024
Updated: Apr 2, 2024