Shellwhiz 7B is an open-source language model by AuricErgeson. Features: 7b LLM, VRAM: 15.2GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.32.
Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-7b-ins... Bash Code Conversational Dataset:auricergeson/text-to-s... En Endpoints compatible Gguf Instruct Qlora Quantized Qwen2 Region:us Safetensors Sharded Shell Tensorflow Unsloth
Model Card on HF 🤗: https://huggingface.co/AuricErgeson/shellwhiz-7b
Shellwhiz 7B 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)
Shellwhiz 7B Parameters and Internals
| LLM Name | Shellwhiz 7B |
| Repository 🤗 | https://huggingface.co/AuricErgeson/shellwhiz-7b |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2026-07-11 |
| Maintainer | AuricErgeson |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Shellwhiz 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Uraion Agent Steer | 32K / 3 GB | 50 | 0 |
| Qwen2 Cantonese 7B Instruct | 32K / 15.4 GB | 103 | 4 |
| Qwen 2.5 7B Threatflux | 32K / 15.5 GB | 58 | 6 |
| Openthaigpt1.5 7B Instruct | 32K / 15.2 GB | 869 | 16 |
| ...der 7B Instruct Abliterated V1 | 32K / 15.2 GB | 8 | 3 |
| Qwen2 7B Instruct GGUF | 32K / 3 GB | 177 | 1 |
| Qwen2 7B Instruct GGUF | 32K / 3 GB | 82 | 0 |
| Qwen2.5 7B Instruct 1M 4bit | 986K / 4.3 GB | 462 | 11 |
| Qwen2.5 7B Instruct 1M 8bit | 986K / 8.1 GB | 86 | 4 |
| Qwen2.5 7B Instruct 1M 6bit | 986K / 6.2 GB | 52 | 2 |
Rank the Shellwhiz 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a