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 | 2025-09-23 |
| 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 | 82 | 2 |
| ...Instruct 2507 Unsloth Bnb 4bit | 256K / 3.5 GB | 64931 | 4 |
| Qwen3 4B Instruct 2507 4bit | 256K / 2.3 GB | 2930 | 5 |
| Qwen3 4B Instruct 2507 8bit | 256K / 4.3 GB | 101 | 4 |
| ...wen3 4B Instruct 2507 Sft Full | 256K / 8.1 GB | 5 | 0 |
| ... Instruct F16 6B Brainstorm20x | 40K / 11.9 GB | 12 | 0 |
| Qwen3 4B Instruct 2507 | 256K / 8.1 GB | 1473674 | 320 |
| WEBGEN 4B Preview | 256K / 8.1 GB | 1476 | 80 |
| Qwen3 4B Instruct 2507 FP8 | 256K / 5.2 GB | 41542 | 31 |
| Qwen3 4B Instruct 2507 | 256K / 8.1 GB | 44289 | 10 |
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.
Release v20241124