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NikolayKozloff
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lb-reranker-0.5B-v1.0-Q8_0-GGUF

Text Generation
Transformers
GGUF
reranker
llama-cpp
gguf-my-repo
Inference Endpoints
conversational
Model card Files Community
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ language:
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+ - en
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+ - zh
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+ - es
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+ - de
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+ - ar
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+ - ru
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+ - ja
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+ - ko
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+ - hi
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+ - sk
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+ - vi
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+ - tr
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+ - fi
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+ - id
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+ - fa
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+ - 'no'
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+ - th
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+ - sv
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+ - pt
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+ - da
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+ - bn
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+ - te
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+ - ro
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+ - it
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+ - fr
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+ - nl
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+ - sw
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+ - pl
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+ - hu
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+ - cs
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+ - el
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+ - uk
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+ - mr
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+ - ta
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+ - tl
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+ - bg
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+ - lt
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+ - ur
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+ - he
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+ - gu
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+ - kn
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+ - am
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+ - kk
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+ - hr
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+ - uz
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+ - jv
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+ - ca
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+ - az
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+ - ms
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+ - sr
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+ - sl
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+ - yo
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+ - lv
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+ - is
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+ - ha
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+ - ka
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+ - et
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+ - bs
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+ - hy
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+ - ml
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+ - pa
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+ - mt
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+ - km
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+ - sq
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+ - or
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+ - as
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+ - my
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+ - mn
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+ - af
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+ - be
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+ - ga
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+ - mk
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+ - cy
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+ - gl
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+ - ceb
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+ - la
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+ - yi
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+ - lb
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+ - tg
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+ - gd
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+ - ne
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+ - ps
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+ - eu
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+ - ky
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+ - ku
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+ - si
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+ - ht
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+ - eo
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+ - lo
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+ - fy
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+ - sd
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+ - mg
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+ - so
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+ - ckb
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+ - su
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+ - nn
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+ datasets:
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+ - lightblue/reranker_continuous_filt_max7_train
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+ base_model: lightblue/lb-reranker-0.5B-v1.0
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+ pipeline_tag: text-generation
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+ tags:
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+ - reranker
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+ - llama-cpp
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+ - gguf-my-repo
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+ ---
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+
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+ # NikolayKozloff/lb-reranker-0.5B-v1.0-Q8_0-GGUF
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+ This model was converted to GGUF format from [`lightblue/lb-reranker-0.5B-v1.0`](https://huggingface.co/lightblue/lb-reranker-0.5B-v1.0) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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+ Refer to the [original model card](https://huggingface.co/lightblue/lb-reranker-0.5B-v1.0) for more details on the model.
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+
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+ ## Use with llama.cpp
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+ Install llama.cpp through brew (works on Mac and Linux)
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+
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+ ```bash
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+ brew install llama.cpp
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+
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+ ```
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+ Invoke the llama.cpp server or the CLI.
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+
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+ ### CLI:
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+ ```bash
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+ llama-cli --hf-repo NikolayKozloff/lb-reranker-0.5B-v1.0-Q8_0-GGUF --hf-file lb-reranker-0.5b-v1.0-q8_0.gguf -p "The meaning to life and the universe is"
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+ ```
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+
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+ ### Server:
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+ ```bash
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+ llama-server --hf-repo NikolayKozloff/lb-reranker-0.5B-v1.0-Q8_0-GGUF --hf-file lb-reranker-0.5b-v1.0-q8_0.gguf -c 2048
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+ ```
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+
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+ 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.
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+
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+ Step 1: Clone llama.cpp from GitHub.
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+ ```
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+ git clone https://github.com/ggerganov/llama.cpp
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+ ```
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+
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+ 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).
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+ ```
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+ cd llama.cpp && LLAMA_CURL=1 make
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+ ```
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+
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+ Step 3: Run inference through the main binary.
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+ ```
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+ ./llama-cli --hf-repo NikolayKozloff/lb-reranker-0.5B-v1.0-Q8_0-GGUF --hf-file lb-reranker-0.5b-v1.0-q8_0.gguf -p "The meaning to life and the universe is"
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+ ```
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+ or
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+ ```
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+ ./llama-server --hf-repo NikolayKozloff/lb-reranker-0.5B-v1.0-Q8_0-GGUF --hf-file lb-reranker-0.5b-v1.0-q8_0.gguf -c 2048
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+ ```