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README.md

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+---
+base_model: nomic-ai/nomic-embed-text-v2-moe
+library_name: sentence-transformers
+pipeline_tag: sentence-similarity
+tags:
+- sentence-transformers
+- sentence-similarity
+- feature-extraction
+- llama-cpp
+- gguf-my-repo
+license: apache-2.0
+language:
+- en
+- es
+- fr
+- de
+- it
+- pt
+- pl
+- nl
+- tr
+- ja
+- vi
+- ru
+- id
+- ar
+- cs
+- ro
+- sv
+- el
+- uk
+- zh
+- hu
+- da
+- 'no'
+- hi
+- fi
+- bg
+- ko
+- sk
+- th
+- he
+- ca
+- lt
+- fa
+- ms
+- sl
+- lv
+- mr
+- bn
+- sq
+- cy
+- be
+- ml
+- kn
+- mk
+- ur
+- fy
+- te
+- eu
+- sw
+- so
+- sd
+- uz
+- co
+- hr
+- gu
+- ce
+- eo
+- jv
+- la
+- zu
+- mn
+- si
+- ga
+- ky
+- tg
+- my
+- km
+- mg
+- pa
+- sn
+- ha
+- ht
+- su
+- gd
+- ny
+- ps
+- ku
+- am
+- ig
+- lo
+- mi
+- nn
+- sm
+- yi
+- st
+- tl
+- xh
+- yo
+- af
+- ta
+- tn
+- ug
+- az
+- ba
+- bs
+- dv
+- et
+- gl
+- gn
+- gv
+- hy
+---
+
+# benvezzani/nomic-embed-text-v2-moe-Q8_0-GGUF
+This model was converted to GGUF format from [`nomic-ai/nomic-embed-text-v2-moe`](https://huggingface.co/nomic-ai/nomic-embed-text-v2-moe) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
+Refer to the [original model card](https://huggingface.co/nomic-ai/nomic-embed-text-v2-moe) for more details on the model.
+
+## Use with llama.cpp
+Install llama.cpp through brew (works on Mac and Linux)
+
+```bash
+brew install llama.cpp
+
+```
+Invoke the llama.cpp server or the CLI.
+
+### CLI:
+```bash
+llama-cli --hf-repo benvezzani/nomic-embed-text-v2-moe-Q8_0-GGUF --hf-file nomic-embed-text-v2-moe-q8_0.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo benvezzani/nomic-embed-text-v2-moe-Q8_0-GGUF --hf-file nomic-embed-text-v2-moe-q8_0.gguf -c 2048
+```
+
+Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
+
+Step 1: Clone llama.cpp from GitHub.
+```
+git clone https://github.com/ggerganov/llama.cpp
+```
+
+Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
+```
+cd llama.cpp && LLAMA_CURL=1 make
+```
+
+Step 3: Run inference through the main binary.
+```
+./llama-cli --hf-repo benvezzani/nomic-embed-text-v2-moe-Q8_0-GGUF --hf-file nomic-embed-text-v2-moe-q8_0.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo benvezzani/nomic-embed-text-v2-moe-Q8_0-GGUF --hf-file nomic-embed-text-v2-moe-q8_0.gguf -c 2048
+```