Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 is an open-source language model by ModelCloud. Features: 32b LLM, VRAM: 21.3GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.17, HumanEval: 57.1.
4-bit 4bit Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-... Chat Code Codegen Codeqwen Conversational En Gptq Gptqmodel Instruct Int4 Modelcloud Quantized Qwen Qwen-coder Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1
Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 Benchmarks
HumanEvalA: 55.07
Python Eva: 57.1 vs 92 (so35)-37.9%
Java Eval: 65.49
Javascript: 65.07
CPP Eval: 64.35
PHP Eval: 62.7
Julia Eval: 51.28
D Eval: 32.3
Lua Eval: 57.25
R Eval: 31.2
Racket Eva: 47.93
Rust Eval: 65.94
Swift Eval: 60.21
LLME Score: 0.16785
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)
Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 Parameters and Internals
| LLM Name | Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 |
| Repository 🤗 | https://huggingface.co/ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1 |
| Base Model(s) | |
| Model Size | 32b |
| Required VRAM | 21.3 GB |
| Updated | 2026-04-01 |
| Maintainer | ModelCloud |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.46.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1
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| ....5 Coder 32B Instruct Bnb 4bit | 32K / 19.2 GB | 5489 | 6 |
| ...wen2.5 Coder 32B Instruct 3bit | 32K / 14.3 GB | 83 | 4 |
| ...wen2.5 Coder 32B Instruct 4bit | 32K / 18.5 GB | 1590 | 12 |
| ...wen2.5 Coder 32B Instruct 8bit | 32K / 34.9 GB | 818 | 13 |
| ...y Qwen2.5coder 32B V24.1q 200K | 195K / 65.8 GB | 12 | 2 |
| Qwen2.5 32B YOYO MIX | 128K / 65.7 GB | 5 | 2 |
| Qwen2.5 Coder 32B YOYO | 128K / 65.8 GB | 6 | 2 |
| QwQ Qwen2.5 Coder Instruct 32B | 128K / 65.8 GB | 43 | 0 |
| QwQenSeek Coder | 128K / 65.7 GB | 14 | 5 |
| Rombos Coder V2.5 Qwen 32B | 128K / 65.8 GB | 18 | 19 |
Note: green Score (e.g. "73.2") means that the model is better than ModelCloud/Qwen2.5-Coder-32B-Instruct-gptqmodel-4bit-vortex-v1 .
Rank the Qwen2.5 Coder 32B Instruct Gptqmodel 4bit Vortex V1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a