Qwen3 4B Toolcalling Gguf Codex is an open-source language model by Manojb. Features: 4b LLM, VRAM: 4.3GB, Context: 256K, License: mit, Quantized, Instruction-Based, LLM Explorer Score: 0.28.
6gb-vram Api-tools Base model:quantized:qwen/qwen... Base model:qwen/qwen3-4b-instr... Code-assistant Codex Conversational Dataset:salesforce/xlam-functi... En Endpoints compatible Function-calling Gguf Instruct Local-llm Ollama Openai-alternative Quantized Qwen3 Region:us Safetensors Tool-calling
Model Card on HF 🤗: https://huggingface.co/Manojb/Qwen3-4B-toolcalling-gguf-codex
Qwen3 4B Toolcalling Gguf Codex 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)
Qwen3 4B Toolcalling Gguf Codex Parameters and Internals
| LLM Name | Qwen3 4B Toolcalling Gguf Codex |
| Repository 🤗 | https://huggingface.co/Manojb/Qwen3-4B-toolcalling-gguf-codex |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 4.3 GB |
| Updated | 2026-03-29 |
| Maintainer | Manojb |
| Model Type | qwen3 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Model Architecture | Qwen3ForCausalLM |
| License | mit |
| Context Length | 262144 |
| Model Max Length | 262144 |
| Transformers Version | 4.55.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|im_end|> |
| Vocabulary Size | 151936 |
| Torch Data Type | float32 |
| Errors | replace |
Best Alternatives to Qwen3 4B Toolcalling Gguf Codex
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...B Toolcall Gguf Llamacpp Codex | 256K / 4.3 GB | 612 | 6 |
| ...Instruct 2507 Unsloth Bnb 4bit | 256K / 3.5 GB | 189920 | 14 |
| Qwen3 4B Instruct 2507 4bit | 256K / 2.3 GB | 42225 | 9 |
| Fact Extractor Dev 1b | 256K / 8.1 GB | 235 | 0 |
| Jan V3 4B Base Instruct 4bit | 256K / 2.3 GB | 750 | 2 |
| ...wen3 4B Instruct 2507 Bnb 4bit | 256K / 2.6 GB | 6091 | 4 |
| Jan V3 4B Base Instruct 8bit | 256K / 4.3 GB | 73 | 3 |
| ...4B Instruct 2507 4bit DWQ 2510 | 256K / 2.3 GB | 161 | 2 |
| Qwen3 4B Instruct 2507 8bit | 256K / 4.3 GB | 85 | 4 |
| ...wen3 4B Instruct 2507 Sft Full | 256K / 8.1 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Manojb/Qwen3-4B-toolcalling-gguf-codex .
Rank the Qwen3 4B Toolcalling Gguf Codex Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a