Autotrain compatible Dataset:isotonic/universal ner... Dataset:universal-ner/pile-ner... Dataset:universal-ner/pile-ner... En Endpoints compatible Mixtral Moe Ner Region:us Safetensors Token classification
Model Card on HF 🤗: https://huggingface.co/Isotonic/TinyMixtral_4x220M-UniversalNER
TinyMixtral 4x220M UniversalNER 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)
TinyMixtral 4x220M UniversalNER Parameters and Internals
| Model Type |
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| Additional Notes |
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| Training Details |
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| LLM Name | TinyMixtral 4x220M UniversalNER |
| Repository 🤗 | https://huggingface.co/Isotonic/TinyMixtral_4x220M-UniversalNER |
| Model Size | 595.4m |
| Required VRAM | 2.4 GB |
| Updated | 2025-03-14 |
| Maintainer | Isotonic |
| Model Type | mixtral |
| Model Files | |
| Supported Languages | en |
| Model Architecture | MixtralForCausalLM |
| Context Length | 2048 |
| Model Max Length | 2048 |
| Transformers Version | 4.37.2 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| Vocabulary Size | 32128 |
| Torch Data Type | float32 |
Best Alternatives to TinyMixtral 4x220M UniversalNER
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Smol Llama 4x220M MoE | 2K / 1.2 GB | 103 | 4 |
Note: green Score (e.g. "73.2") means that the model is better than Isotonic/TinyMixtral_4x220M-UniversalNER .
Rank the TinyMixtral 4x220M UniversalNER Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227