Arxiv:2203.05482 Autotrain compatible Base model:aidc-ai/marco-o1 Base model:bunnycore/qwen-2.1-... Base model:fblgit/cybertron-v4... Base model:merge:aidc-ai/marco... Base model:merge:bunnycore/qwe... Base model:merge:fblgit/cybert... Base model:merge:qwen/qwen2.5-... Base model:merge:rombodawg/rom... Base model:qwen/qwen2.5-7b-ins... Base model:rombodawg/rombos-ll... Conversational Endpoints compatible Lora Merge Mergekit Model-index Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/QwenMosaic-7B
QwenMosaic 7B Benchmarks
MMLU Pro: 36.78
GPQA: 1.45
MUSR: 10.21
BBH: 36.75
IFEval: 58.19 vs 88 (so35)-33.9%
MATH Lvl 5: 44.41
LLME Score: 0.30916
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)
QwenMosaic 7B Parameters and Internals
| LLM Name | QwenMosaic 7B |
| Repository 🤗 | https://huggingface.co/bunnycore/QwenMosaic-7B |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2025-04-23 |
| Maintainer | bunnycore |
| Model Type | qwen2 |
| Model Files | |
| Model Architecture | Qwen2ForCausalLM |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.46.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| LoRA Model | Yes |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to QwenMosaic 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Instruct 1M | 986K / 15.4 GB | 2571997 | 315 |
| Hush Qwen2.5 7B Preview | 986K / 15.2 GB | 251 | 0 |
| Hush Qwen2.5 7B V1.2 | 986K / 15.2 GB | 9 | 1 |
| Hush Qwen2.5 7B V1.1 | 986K / 15.2 GB | 9 | 1 |
| Hush Qwen2.5 7B V1.4 | 986K / 15.2 GB | 10 | 1 |
| Hush Qwen2.5 7B RP V1.4 1M | 986K / 15.2 GB | 29 | 2 |
| Hush Qwen2.5 7B V1.3 | 986K / 15.2 GB | 9 | 2 |
| Qwen2.5 7B RRP 1M | 986K / 15.2 GB | 64 | 6 |
| Qwen2.5 7B Preview | 986K / 15.2 GB | 6 | 0 |
| Qwen2.5 7B MixStock V0.1 | 986K / 15.2 GB | 16 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than bunnycore/QwenMosaic-7B .
Rank the QwenMosaic 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227