Arxiv:2210.17323 4-bit Autotrain compatible Base model:huggingfaceh4/zephy... Base model:quantized:huggingfa... Conversational Endpoints compatible Gptq Int4 Marlin Mistral Nm-vllm Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/RedHatAI/zephyr-7b-beta-marlin
Zephyr 7B Beta Marlin Benchmarks
LMSys ELO: 1053 vs 1272 (so35)-17.2%
ARC: 62.03 vs 96.7 (so35)-35.9%
HellaSwag: 84.53 vs 95.3 (gpt4)-11.3%
MMLU: 61.06 vs 88.3 (so35)-30.8%
TruthfulQA: 57.44 vs 59 (gpt4)-2.6%
WinoGrande: 78.06 vs 87.5 (gpt4)-10.8%
GSM8K: 11.37 vs 96.4 (so35)-88.2%
LLME Score: 0.24729
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)
Zephyr 7B Beta Marlin Parameters and Internals
| LLM Name | Zephyr 7B Beta Marlin |
| Repository 🤗 | https://huggingface.co/RedHatAI/zephyr-7b-beta-marlin |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.1 GB |
| Updated | 2025-04-24 |
| Maintainer | RedHatAI |
| Model Type | mistral |
| Model Files | |
| GPTQ Quantization | Yes |
| Quantization Type | gptq |
| Model Architecture | MistralForCausalLM |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.37.2 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| Vocabulary Size | 32000 |
| Torch Data Type | float16 |
Best Alternatives to Zephyr 7B Beta Marlin
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...enHermes 2.5 Mistral 7B Marlin | 32K / 4.1 GB | 545 | 2 |
| ...ral 7B Instruct V0.3 GPTQ 4bit | 32K / 4.2 GB | 5877 | 18 |
| ...ral 7B Instruct V0.3 GPTQ 4bit | 32K / 4.2 GB | 2946 | 18 |
| ...ephyr 7B Beta Channelwise Gptq | 32K / 4 GB | 10850 | 0 |
| Mistral 7B Instruct V0.2 GPTQ | 32K / 4.2 GB | 21283 | 51 |
| Mistral 7B Instruct V0.3 GPTQ | 32K / 4.2 GB | 1147 | 1 |
| ...istral 7B Pruned50 GPTQ Marlin | 32K / 4 GB | 5 | 0 |
| Mistral 7B Unsloth Gptq 8bit | 32K / 7.7 GB | 6 | 0 |
| ...phyr 7B Beta Assistant V1 Gptq | 32K / 4.2 GB | 2 | 1 |
| ...lai Mistral 7B V0.1 4 Bit Gptq | 32K / 4.2 GB | 10 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than RedHatAI/zephyr-7b-beta-marlin .
Rank the Zephyr 7B Beta Marlin Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227