Toolkoder E4b Nvfp4 is an open-source language model by toolkit-cli. Features: 6.2b LLM, VRAM: 10.2GB, License: apache-2.0, LLM Explorer Score: 0.31.
Agentic-coding Base model:google/gemma-4-e4b-... Base model:quantized:google/ge... Compressed-tensors Conversational Gemma4 Local-coding-agent Nvfp4 Region:us Safetensors Toolkode Toolkoder
Model Card on HF 🤗: https://huggingface.co/toolkit-cli/toolkoder-e4b-nvfp4
Toolkoder E4b Nvfp4 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)
Toolkoder E4b Nvfp4 Parameters and Internals
| LLM Name | Toolkoder E4b Nvfp4 |
| Repository 🤗 | https://huggingface.co/toolkit-cli/toolkoder-e4b-nvfp4 |
| Base Model(s) | |
| Model Size | 6.2b |
| Required VRAM | 10.2 GB |
| Updated | 2026-06-07 |
| Maintainer | toolkit-cli |
| Model Type | gemma4 |
| Model Files | |
| Model Architecture | Gemma4ForConditionalGeneration |
| License | apache-2.0 |
| Transformers Version | 5.10.2 |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
Rank the Toolkoder E4b Nvfp4 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a