Securereview 7B Mlx 4bit is an open-source language model by vitorallo. Features: 7b LLM, VRAM: 4.3GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.3.
Arxiv:2107.08760 4-bit 4bit Base model:mlx-community/qwen2... Base model:quantized:mlx-commu... Code Code-review Codegen Conversational Cwe Instruct Mlx Qlora Quantized Qwen2 Qwen2.5 Region:us Safetensors Sast Security Vulnerability-detection
Model Card on HF 🤗: https://huggingface.co/vitorallo/securereview-7b-mlx-4bit
Securereview 7B Mlx 4bit 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)
Securereview 7B Mlx 4bit Parameters and Internals
| LLM Name | Securereview 7B Mlx 4bit |
| Repository 🤗 | https://huggingface.co/vitorallo/securereview-7b-mlx-4bit |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.3 GB |
| Updated | 2026-04-16 |
| Maintainer | vitorallo |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | code |
| Quantization Type | 4bit |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.44.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Securereview 7B Mlx 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...2.5 Coder 7B Instruct Bnb 4bit | 32K / 5.5 GB | 61621 | 12 |
| Qwen2.5 CoderX 7B V0.7 | 32K / 15.2 GB | 13 | 2 |
| Qwen2.5 CoderX 7B V0.5 | 32K / 15.2 GB | 9 | 2 |
| Sft Model | 32K / 15.2 GB | 7 | 0 |
| Qwen2.5 Coder 7B Instruct 4bit | 32K / 4.3 GB | 4908 | 11 |
| UIGEN 7B 16bit | 32K / 15.2 GB | 4 | 5 |
| ...en2.5.1 Coder 7B Instruct 4bit | 32K / 4.3 GB | 653 | 3 |
| FastApply 7B V1.0 | 32K / 15.2 GB | 146 | 37 |
| ...en2.5.1 Coder 7B Instruct 8bit | 32K / 8.1 GB | 106 | 2 |
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 73 | 2 |
Rank the Securereview 7B Mlx 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a