eulogik / bharat-embed-270m-gemma2-GGUF

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Total runs: 261
24-hour runs: 4
7-day runs: 20
30-day runs: 261
Model's Last Updated: October 09 2026
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Introduction of bharat-embed-270m-gemma2-GGUF

Model Details of bharat-embed-270m-gemma2-GGUF

Bharat-Embed GGUF

License: Apache 2.0 Q4 182M Built by Eulogik

GGUF quants of eulogik/bharat-embed-270m-gemma2 for llama.cpp, Ollama, and LM Studio. Converted with the official ggml-org script from merged clean weights.

Files
File Size Use
bharat-embed-BF16.gguf 558M best quality
bharat-embed-Q8_0.gguf 310M near lossless
bharat-embed-Q6_K.gguf 246M balanced
bharat-embed-Q4_K_M.gguf 182M smallest, cosine 0.75 on Hindi spot check
Use
ollama run hf.co/eulogik/bharat-embed-270m-gemma2-GGUF:Q4_K_M
./build/bin/llama-embedding -m bharat-embed-Q4_K_M.gguf --pooling mean -p "rental agreement ki security deposit limit?"

Pooling is mean. Q4 spot check (Hindi query vs doc): cosine 0.75, sane ordering.

Built by Eulogik . Main model card has measured tables.

Runs of eulogik bharat-embed-270m-gemma2-GGUF on huggingface.co

261
Total runs
4
24-hour runs
14
3-day runs
20
7-day runs
261
30-day runs

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bharat-embed-270m-gemma2-GGUF is an open source model from GitHub that offers a free installation service, and any user can find bharat-embed-270m-gemma2-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of bharat-embed-270m-gemma2-GGUF install, users can directly use bharat-embed-270m-gemma2-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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