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jina-embeddings-v2-base-code-GGUF

Name: jina-embeddings-v2-base-code-GGUF
Author: second-state

by second-state · source Hugging Face · updated 2024-12-11

apache-2.0104 MB~1 GB RAMsource aliveunlabeled

embedding model by second-state, gguf files on Hugging Face.

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Source and license

Source: https://huggingface.co/second-state/jina-embeddings-v2-base-code-GGUF
License: apache-2.0
Requirements: about 1 GB of RAM, 104 MB on disk (estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models). Runs with llama.cpp.
Tags: sentence-transformers gguf bert fill-mask feature-extraction sentence-similarity mteb transformers transformers.js custom_code en

Numbers

1,964 downloads on Hugging Face
5 likes
license apache-2.0
0.1 GB for jina-embeddings-v2-base-code-Q4_K_M.gguf
130,798 stars on ggml-org/llama.cpp
2,512 open issues and PRs
last release v0.6.0 on 2026-10-05
275,712 npm downloads a week for node-llama-cpp
latest node-llama-cpp@3.22.1

Numbers as of 2026-10-11 08:21 UTC, from the source API.

Summary

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Files

file	quant	size
`jina-embeddings-v2-base-code-Q2_K.gguf`	Q2_K	79 MB
`jina-embeddings-v2-base-code-Q3_K_L.gguf`	Q3_K_L	96 MB
`jina-embeddings-v2-base-code-Q3_K_M.gguf`	Q3_K_M	91 MB
`jina-embeddings-v2-base-code-Q3_K_S.gguf`	Q3_K_S	86 MB
`jina-embeddings-v2-base-code-Q4_0.gguf`	Q4_0	100 MB
`jina-embeddings-v2-base-code-Q4_K_M.gguf`	Q4_K_M	104 MB
`jina-embeddings-v2-base-code-Q4_K_S.gguf`	Q4_K_S	101 MB
`jina-embeddings-v2-base-code-Q5_0.gguf`	Q5_0	114 MB
`jina-embeddings-v2-base-code-Q5_K_M.gguf`	Q5_K_M	116 MB
`jina-embeddings-v2-base-code-Q5_K_S.gguf`	Q5_K_S	114 MB
`jina-embeddings-v2-base-code-Q6_K.gguf`	Q6_K	128 MB
`jina-embeddings-v2-base-code-Q8_0.gguf`	Q8_0	165 MB
`jina-embeddings-v2-base-code-f16.gguf`	F16	308 MB

From the source README

jina-embeddings-v2-base-code-GGUF

Original Model

jinaai/jina-embeddings-v2-base-code

Run with LlamaEdge

LlamaEdge version: v0.14.17

Prompt template

Prompt type: `embedding`

Context size: `8192`

Embedding dim: `768`

Run as LlamaEdge service

  wasmedge --dir .:. --nn-preload default:GGML:AUTO:jina-embeddings-v2-base-code-f16.gguf \
    llama-api-server.wasm \
    --prompt-template embedding \
    --ctx-size 8192 \
    --model-name jina-embeddings-v2-base-code

Quantized GGUF Models

Card id model:hf:second-state/jina-embeddings-v2-base-code-GGUF · collected 2026-10-11 08:21 UTC · JSON