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| route-controller | topics |
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| og:image:type | image/png |
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| og:image:height | 620 |
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| twitter:image:height | 1200 |
| hostname | github.com |
| expected-hostname | github.com |
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| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
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| ui-target | full |
| theme-color | #1e2327 |
| color-scheme | light dark |
| Skip to content | https://github.com/topics/mteb#start-of-content |
| https://github.com/ |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ftopics%2Fmteb |
| GitHubRepository hosting, code review, and collaboration | https://github.com/platform |
| CopilotAI coding agent for tasks, projects and automated work | https://github.com/features/copilot |
| ActionsCI/CD and automation | https://github.com/features/actions |
| Code QualityQuality analysis, fixes, and enforcement | https://github.com/features/code-quality |
| CodespacesCloud development environments | https://github.com/features/codespaces |
| Code SecurityVulnerability detection and remediation | https://github.com/security/advanced-security/code-security |
| Secret ProtectionSecret scanning and leak prevention | https://github.com/security/advanced-security/secret-protection |
| All Features | https://github.com/features |
| Documentation | https://docs.github.com/en |
| Training | https://learn.github.com/skills |
| Certifications | https://learn.github.com/credentials |
| Build with Copilot | https://github.com/features/ai |
| Customize Copilot | https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview |
| Integrations | https://github.com/marketplace |
| Trending repos | https://github.com/trending |
| GitHub Sponsors | https://github.com/open-source/sponsors |
| Developer articles | https://github.com/resources/articles |
| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
| Enterprises | https://github.com/enterprise |
| Team | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
| Manufacturing | https://github.com/solutions/industry/manufacturing |
| Government | https://github.com/solutions/industry/government |
| See all industries | https://github.com/solutions/industry |
| Why GitHub | https://github.com/why-github |
| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/enterprise/premium-support |
| Documentation | https://docs.github.com/en |
| Resource center | https://github.com/resources |
| Blog | https://github.blog/ |
| Events & webinars | https://github.com/resources/events |
| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
| GitHub Status | https://www.githubstatus.com/ |
| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
| Pricing | https://github.com/pricing |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ftopics%2Fmteb |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2Ftopics%2Fmteb&source=header |
| Reload | https://github.com/topics/mteb |
| Reload | https://github.com/topics/mteb |
| Reload | https://github.com/topics/mteb |
| Explore | https://github.com/explore |
| Topics | https://github.com/topics |
| Trending | https://github.com/trending |
| Collections | https://github.com/collections |
| Events | https://github.com/events |
| GitHub Sponsors | https://github.com/sponsors/explore |
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Star
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All
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Jupyter Notebook
5
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HTML
1
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JavaScript
1
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TypeScript
1
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Most stars
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Recently updated
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| embeddings-benchmark | https://github.com/embeddings-benchmark |
| mteb | https://github.com/embeddings-benchmark/mteb |
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Star
3.5k
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Code
| https://github.com/embeddings-benchmark/mteb |
|
Issues
| https://github.com/embeddings-benchmark/mteb/issues |
|
Pull requests
| https://github.com/embeddings-benchmark/mteb/pulls |
|
Discussions
| https://github.com/embeddings-benchmark/mteb/discussions |
| benchmark | https://github.com/topics/benchmark |
| information-retrieval | https://github.com/topics/information-retrieval |
| retrieval | https://github.com/topics/retrieval |
| text-classification | https://github.com/topics/text-classification |
| clustering | https://github.com/topics/clustering |
| evaluation | https://github.com/topics/evaluation |
| embeddings | https://github.com/topics/embeddings |
| sts | https://github.com/topics/sts |
| semantic-search | https://github.com/topics/semantic-search |
| reranking | https://github.com/topics/reranking |
| text-embedding | https://github.com/topics/text-embedding |
| multimodal | https://github.com/topics/multimodal |
| neural-search | https://github.com/topics/neural-search |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| sbert | https://github.com/topics/sbert |
| multilingual-nlp | https://github.com/topics/multilingual-nlp |
| low-resource-nlp | https://github.com/topics/low-resource-nlp |
| bitext-mining | https://github.com/topics/bitext-mining |
| mteb | https://github.com/topics/mteb |
| ContextualAI | https://github.com/ContextualAI |
| gritlm | https://github.com/ContextualAI/gritlm |
|
Star
702
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Code
| https://github.com/ContextualAI/gritlm |
|
Issues
| https://github.com/ContextualAI/gritlm/issues |
|
Pull requests
| https://github.com/ContextualAI/gritlm/pulls |
| information-retrieval | https://github.com/topics/information-retrieval |
| retrieval | https://github.com/topics/retrieval |
| embeddings | https://github.com/topics/embeddings |
| embedding-models | https://github.com/topics/embedding-models |
| embedding | https://github.com/topics/embedding |
| text-embedding | https://github.com/topics/text-embedding |
| sgpt | https://github.com/topics/sgpt |
| grit | https://github.com/topics/grit |
| sbert | https://github.com/topics/sbert |
| llm | https://github.com/topics/llm |
| llms | https://github.com/topics/llms |
| instruction-tuning | https://github.com/topics/instruction-tuning |
| mteb | https://github.com/topics/mteb |
| SeanLee97 | https://github.com/SeanLee97 |
| AnglE | https://github.com/SeanLee97/AnglE |
|
Star
575
| https://github.com/login?return_to=%2FSeanLee97%2FAnglE |
|
Code
| https://github.com/SeanLee97/AnglE |
|
Issues
| https://github.com/SeanLee97/AnglE/issues |
|
Pull requests
| https://github.com/SeanLee97/AnglE/pulls |
| information-retrieval | https://github.com/topics/information-retrieval |
| text-similarity | https://github.com/topics/text-similarity |
| embeddings | https://github.com/topics/embeddings |
| sts | https://github.com/topics/sts |
| llama | https://github.com/topics/llama |
| semantic-similarity | https://github.com/topics/semantic-similarity |
| semantic-textual-similarity | https://github.com/topics/semantic-textual-similarity |
| text-embedding | https://github.com/topics/text-embedding |
| sentence-embeddings | https://github.com/topics/sentence-embeddings |
| text2vec | https://github.com/topics/text2vec |
| text-vector | https://github.com/topics/text-vector |
| rag | https://github.com/topics/rag |
| sentence-vector | https://github.com/topics/sentence-vector |
| stsbenchmark | https://github.com/topics/stsbenchmark |
| sentence-embedding | https://github.com/topics/sentence-embedding |
| dense-retrieval | https://github.com/topics/dense-retrieval |
| llm | https://github.com/topics/llm |
| retrieval-augmented-generation | https://github.com/topics/retrieval-augmented-generation |
| llama2 | https://github.com/topics/llama2 |
| mteb | https://github.com/topics/mteb |
| jina-ai | https://github.com/jina-ai |
| mlx-retrieval | https://github.com/jina-ai/mlx-retrieval |
|
Star
188
| https://github.com/login?return_to=%2Fjina-ai%2Fmlx-retrieval |
|
Code
| https://github.com/jina-ai/mlx-retrieval |
|
Issues
| https://github.com/jina-ai/mlx-retrieval/issues |
|
Pull requests
| https://github.com/jina-ai/mlx-retrieval/pulls |
| embeddings | https://github.com/topics/embeddings |
| mlx | https://github.com/topics/mlx |
| reranker | https://github.com/topics/reranker |
| apple-silicon | https://github.com/topics/apple-silicon |
| mteb | https://github.com/topics/mteb |
| su-park | https://github.com/su-park |
| mteb_ko_leaderboard | https://github.com/su-park/mteb_ko_leaderboard |
|
Star
97
| https://github.com/login?return_to=%2Fsu-park%2Fmteb_ko_leaderboard |
|
Code
| https://github.com/su-park/mteb_ko_leaderboard |
|
Issues
| https://github.com/su-park/mteb_ko_leaderboard/issues |
|
Pull requests
| https://github.com/su-park/mteb_ko_leaderboard/pulls |
| leaderboard | https://github.com/topics/leaderboard |
| korean | https://github.com/topics/korean |
| embedding-models | https://github.com/topics/embedding-models |
| mteb | https://github.com/topics/mteb |
| worldbank | https://github.com/worldbank |
| GISTEmbed | https://github.com/worldbank/GISTEmbed |
|
Star
47
| https://github.com/login?return_to=%2Fworldbank%2FGISTEmbed |
|
Code
| https://github.com/worldbank/GISTEmbed |
|
Issues
| https://github.com/worldbank/GISTEmbed/issues |
|
Pull requests
| https://github.com/worldbank/GISTEmbed/pulls |
| deep-learning | https://github.com/topics/deep-learning |
| embedding-models | https://github.com/topics/embedding-models |
| sentence-embeddings | https://github.com/topics/sentence-embeddings |
| fine-tuning | https://github.com/topics/fine-tuning |
| huggingface | https://github.com/topics/huggingface |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| mteb | https://github.com/topics/mteb |
| machinelearningZH | https://github.com/machinelearningZH |
| hybrid-search-eval | https://github.com/machinelearningZH/hybrid-search-eval |
|
Star
40
| https://github.com/login?return_to=%2FmachinelearningZH%2Fhybrid-search-eval |
|
Code
| https://github.com/machinelearningZH/hybrid-search-eval |
|
Issues
| https://github.com/machinelearningZH/hybrid-search-eval/issues |
|
Pull requests
| https://github.com/machinelearningZH/hybrid-search-eval/pulls |
| search | https://github.com/topics/search |
| evaluation | https://github.com/topics/evaluation |
| embeddings | https://github.com/topics/embeddings |
| embedding-models | https://github.com/topics/embedding-models |
| mean-reciprocal-rank | https://github.com/topics/mean-reciprocal-rank |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| hybrid-search | https://github.com/topics/hybrid-search |
| openrouter | https://github.com/topics/openrouter |
| mteb | https://github.com/topics/mteb |
| hybridsearch | https://github.com/topics/hybridsearch |
| isaacus-dev | https://github.com/isaacus-dev |
| mleb | https://github.com/isaacus-dev/mleb |
|
Star
39
| https://github.com/login?return_to=%2Fisaacus-dev%2Fmleb |
|
Code
| https://github.com/isaacus-dev/mleb |
|
Issues
| https://github.com/isaacus-dev/mleb/issues |
|
Pull requests
| https://github.com/isaacus-dev/mleb/pulls |
| law | https://github.com/topics/law |
| ai | https://github.com/topics/ai |
| embeddings | https://github.com/topics/embeddings |
| mteb | https://github.com/topics/mteb |
| isaacus | https://github.com/topics/isaacus |
| stanleylsx | https://github.com/stanleylsx |
| text_embedding | https://github.com/stanleylsx/text_embedding |
|
Star
24
| https://github.com/login?return_to=%2Fstanleylsx%2Ftext_embedding |
|
Code
| https://github.com/stanleylsx/text_embedding |
|
Issues
| https://github.com/stanleylsx/text_embedding/issues |
|
Pull requests
| https://github.com/stanleylsx/text_embedding/pulls |
| bge | https://github.com/topics/bge |
| e5 | https://github.com/topics/e5 |
| piccolo | https://github.com/topics/piccolo |
| simbert | https://github.com/topics/simbert |
| mteb | https://github.com/topics/mteb |
| m3e | https://github.com/topics/m3e |
| zihao-jing | https://github.com/zihao-jing |
| EGTLM | https://github.com/zihao-jing/EGTLM |
|
Star
21
| https://github.com/login?return_to=%2Fzihao-jing%2FEGTLM |
|
Code
| https://github.com/zihao-jing/EGTLM |
|
Issues
| https://github.com/zihao-jing/EGTLM/issues |
|
Pull requests
| https://github.com/zihao-jing/EGTLM/pulls |
| text-generation | https://github.com/topics/text-generation |
| embedding-models | https://github.com/topics/embedding-models |
| text-embedding | https://github.com/topics/text-embedding |
| large-language-model | https://github.com/topics/large-language-model |
| mteb | https://github.com/topics/mteb |
| iliass-y | https://github.com/iliass-y |
| patenteb | https://github.com/iliass-y/patenteb |
|
Star
13
| https://github.com/login?return_to=%2Filiass-y%2Fpatenteb |
|
Code
| https://github.com/iliass-y/patenteb |
|
Issues
| https://github.com/iliass-y/patenteb/issues |
|
Pull requests
| https://github.com/iliass-y/patenteb/pulls |
| nlp | https://github.com/topics/nlp |
| benchmark | https://github.com/topics/benchmark |
| information-retrieval | https://github.com/topics/information-retrieval |
| text-embeddings | https://github.com/topics/text-embeddings |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| patent-retrieval | https://github.com/topics/patent-retrieval |
| mteb | https://github.com/topics/mteb |
| devflowinc | https://github.com/devflowinc |
| openembeddings | https://github.com/devflowinc/openembeddings |
|
Star
4
| https://github.com/login?return_to=%2Fdevflowinc%2Fopenembeddings |
|
Code
| https://github.com/devflowinc/openembeddings |
|
Issues
| https://github.com/devflowinc/openembeddings/issues |
|
Pull requests
| https://github.com/devflowinc/openembeddings/pulls |
| ethereum | https://github.com/topics/ethereum |
| payments | https://github.com/topics/payments |
| embeddings | https://github.com/topics/embeddings |
| usdt | https://github.com/topics/usdt |
| wbtc | https://github.com/topics/wbtc |
| usdc | https://github.com/topics/usdc |
| bge-large-en | https://github.com/topics/bge-large-en |
| mteb | https://github.com/topics/mteb |
| Latimal | https://github.com/Latimal |
| foodeval | https://github.com/Latimal/foodeval |
|
Star
3
| https://github.com/login?return_to=%2FLatimal%2Ffoodeval |
|
Code
| https://github.com/Latimal/foodeval |
|
Issues
| https://github.com/Latimal/foodeval/issues |
|
Pull requests
| https://github.com/Latimal/foodeval/pulls |
| nlp | https://github.com/topics/nlp |
| food | https://github.com/topics/food |
| benchmark | https://github.com/topics/benchmark |
| embeddings | https://github.com/topics/embeddings |
| mteb | https://github.com/topics/mteb |
| fahmiaziz98 | https://github.com/fahmiaziz98 |
| unified-embedding-api | https://github.com/fahmiaziz98/unified-embedding-api |
|
Star
2
| https://github.com/login?return_to=%2Ffahmiaziz98%2Funified-embedding-api |
|
Code
| https://github.com/fahmiaziz98/unified-embedding-api |
|
Issues
| https://github.com/fahmiaziz98/unified-embedding-api/issues |
|
Pull requests
| https://github.com/fahmiaziz98/unified-embedding-api/pulls |
| nlp | https://github.com/topics/nlp |
| api | https://github.com/topics/api |
| open-source | https://github.com/topics/open-source |
| embeddings | https://github.com/topics/embeddings |
| rag | https://github.com/topics/rag |
| sparse-embedding | https://github.com/topics/sparse-embedding |
| mteb | https://github.com/topics/mteb |
| dense-embeddings | https://github.com/topics/dense-embeddings |
| tardellirs | https://github.com/tardellirs |
| colibri-embed | https://github.com/tardellirs/colibri-embed |
|
Star
2
| https://github.com/login?return_to=%2Ftardellirs%2Fcolibri-embed |
|
Code
| https://github.com/tardellirs/colibri-embed |
|
Issues
| https://github.com/tardellirs/colibri-embed/issues |
|
Pull requests
| https://github.com/tardellirs/colibri-embed/pulls |
| retrieval | https://github.com/topics/retrieval |
| embeddings | https://github.com/topics/embeddings |
| portuguese | https://github.com/topics/portuguese |
| semantic-search | https://github.com/topics/semantic-search |
| knowledge-distillation | https://github.com/topics/knowledge-distillation |
| brazilian-portuguese | https://github.com/topics/brazilian-portuguese |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| mteb | https://github.com/topics/mteb |
| louisbrulenaudet | https://github.com/louisbrulenaudet |
| tax-retrieval-benchmark | https://github.com/louisbrulenaudet/tax-retrieval-benchmark |
|
Sponsor
| https://github.com/sponsors/louisbrulenaudet |
|
Star
1
| https://github.com/login?return_to=%2Flouisbrulenaudet%2Ftax-retrieval-benchmark |
|
Code
| https://github.com/louisbrulenaudet/tax-retrieval-benchmark |
|
Issues
| https://github.com/louisbrulenaudet/tax-retrieval-benchmark/issues |
|
Pull requests
| https://github.com/louisbrulenaudet/tax-retrieval-benchmark/pulls |
|
Discussions
| https://github.com/louisbrulenaudet/tax-retrieval-benchmark/discussions |
| benchmark | https://github.com/topics/benchmark |
| information-retrieval | https://github.com/topics/information-retrieval |
| retrieval | https://github.com/topics/retrieval |
| tax | https://github.com/topics/tax |
| embeddings | https://github.com/topics/embeddings |
| taxation | https://github.com/topics/taxation |
| semantic-search | https://github.com/topics/semantic-search |
| fiscal | https://github.com/topics/fiscal |
| sentence-embeddings | https://github.com/topics/sentence-embeddings |
| stp | https://github.com/topics/stp |
| rag | https://github.com/topics/rag |
| droit | https://github.com/topics/droit |
| sentence-transformers | https://github.com/topics/sentence-transformers |
| sbert | https://github.com/topics/sbert |
| fiscalite | https://github.com/topics/fiscalite |
| retrieval-augmented-generation | https://github.com/topics/retrieval-augmented-generation |
| mteb | https://github.com/topics/mteb |
| dangvansam | https://github.com/dangvansam |
| vietnamese-embedding-benchmark | https://github.com/dangvansam/vietnamese-embedding-benchmark |
|
Star
1
| https://github.com/login?return_to=%2Fdangvansam%2Fvietnamese-embedding-benchmark |
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Code
| https://github.com/dangvansam/vietnamese-embedding-benchmark |
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Issues
| https://github.com/dangvansam/vietnamese-embedding-benchmark/issues |
|
Pull requests
| https://github.com/dangvansam/vietnamese-embedding-benchmark/pulls |
| embedding-models | https://github.com/topics/embedding-models |
| vietnamese-nlp | https://github.com/topics/vietnamese-nlp |
| rag | https://github.com/topics/rag |
| mteb | https://github.com/topics/mteb |
| rag-chatbot | https://github.com/topics/rag-chatbot |
| vietnamese-embeddings | https://github.com/topics/vietnamese-embeddings |
| jangedoo | https://github.com/jangedoo |
| nepali-embedding-benchmark | https://github.com/jangedoo/nepali-embedding-benchmark |
|
Star
0
| https://github.com/login?return_to=%2Fjangedoo%2Fnepali-embedding-benchmark |
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Code
| https://github.com/jangedoo/nepali-embedding-benchmark |
|
Issues
| https://github.com/jangedoo/nepali-embedding-benchmark/issues |
|
Pull requests
| https://github.com/jangedoo/nepali-embedding-benchmark/pulls |
| embeddings | https://github.com/topics/embeddings |
| nepali | https://github.com/topics/nepali |
| mteb | https://github.com/topics/mteb |
| amareshhebbar | https://github.com/amareshhebbar |
| FlipAware | https://github.com/amareshhebbar/FlipAware |
|
Star
0
| https://github.com/login?return_to=%2Famareshhebbar%2FFlipAware |
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Code
| https://github.com/amareshhebbar/FlipAware |
|
Issues
| https://github.com/amareshhebbar/FlipAware/issues |
|
Pull requests
| https://github.com/amareshhebbar/FlipAware/pulls |
| nlp | https://github.com/topics/nlp |
| embedded | https://github.com/topics/embedded |
| retrieval | https://github.com/topics/retrieval |
| transformers | https://github.com/topics/transformers |
| pytorch | https://github.com/topics/pytorch |
| colab | https://github.com/topics/colab |
| tensorboard | https://github.com/topics/tensorboard |
| lora | https://github.com/topics/lora |
| negation | https://github.com/topics/negation |
| peft | https://github.com/topics/peft |
| finetuning | https://github.com/topics/finetuning |
| rag | https://github.com/topics/rag |
| huggingface | https://github.com/topics/huggingface |
| matryoshka | https://github.com/topics/matryoshka |
| mteb | https://github.com/topics/mteb |
| contrastivelearning | https://github.com/topics/contrastivelearning |
| modernbert | https://github.com/topics/modernbert |
| qwen3 | https://github.com/topics/qwen3 |
| embeddinggemma | https://github.com/topics/embeddinggemma |
| hardnegatives | https://github.com/topics/hardnegatives |
| ManasVardhan | https://github.com/ManasVardhan |
| mteb-domain-embeddings | https://github.com/ManasVardhan/mteb-domain-embeddings |
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Star
0
| https://github.com/login?return_to=%2FManasVardhan%2Fmteb-domain-embeddings |
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Code
| https://github.com/ManasVardhan/mteb-domain-embeddings |
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Issues
| https://github.com/ManasVardhan/mteb-domain-embeddings/issues |
|
Pull requests
| https://github.com/ManasVardhan/mteb-domain-embeddings/pulls |
| information-retrieval | https://github.com/topics/information-retrieval |
| research | https://github.com/topics/research |
| embeddings | https://github.com/topics/embeddings |
| fine-tuning | https://github.com/topics/fine-tuning |
| mteb | https://github.com/topics/mteb |
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Learn more
| https://docs.github.com/en/articles/classifying-your-repository-with-topics |
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