Arxiv:2412.01007 Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-... Codegen Dataset:nomic-ai/cornstack-go-... Dataset:nomic-ai/cornstack-jav... Dataset:nomic-ai/cornstack-jav... Dataset:nomic-ai/cornstack-php... Dataset:nomic-ai/cornstack-pyt... Dataset:nomic-ai/cornstack-rub... Endpoints compatible Feature-extraction Instruct Qwen2 Region:us Safetensors Sentence-similarity Sentence-transformers Sharded Tensorflow Text-embeddings-inference
Model Card on HF 🤗: https://huggingface.co/nomic-ai/nomic-embed-code
Nomic Embed Code Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Nomic Embed Code Parameters and Internals
| LLM Name | Nomic Embed Code |
| Repository 🤗 | https://huggingface.co/nomic-ai/nomic-embed-code |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 28.3 GB |
| Updated | 2025-10-27 |
| Maintainer | nomic-ai |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | Qwen2Model |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.45.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float32 |
| Errors | replace |
Rank the Nomic Embed Code Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124