Model Card on HF 🤗: https://huggingface.co/Z1-Coder/Z1-Coder-7B
Z1 Coder 7B Benchmarks
MMLU Pro: 30.66
GPQA: 3.02
MUSR: 2.74
BBH: 28.16
IFEval: 32.15 vs 88 (so35)-63.5%
MATH Lvl 5: 32.48
LLME Score: 0.2887
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)
Z1 Coder 7B Parameters and Internals
| LLM Name | Z1 Coder 7B |
| Repository 🤗 | https://huggingface.co/Z1-Coder/Z1-Coder-7B |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2025-04-01 |
| Maintainer | Z1-Coder |
| Model Type | qwen2 |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | mit |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.40.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151665 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Z1 Coder 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 73 | 2 |
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 11 | 2 |
| SakalFusion 7B Beta | 986K / 15.2 GB | 6 | 0 |
| ...R1 Distill Qwen MFANN Slerp 7B | 128K / 15.2 GB | 6 | 0 |
| Qwen2.5 7B Coder Codeio Pp | 128K / 15.2 GB | 8 | 5 |
| Qwen2.5 7B CySecButler V0.1 | 128K / 15.2 GB | 17 | 3 |
| CoT 2.5 | 128K / 15.2 GB | 39 | 0 |
| Mergekit Ties Uqhfast | 128K / 15.2 GB | 26 | 0 |
| CoT 2.5 | 128K / 15.2 GB | 26 | 0 |
| Mergekit Ties Uqhfast | 128K / 15.2 GB | 13 | 0 |
Rank the Z1 Coder 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227