Funny Nemo Embed Testing 3 is an open-source language model by ToastyPigeon. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Merged, LLM Explorer Score: 0.19.
Merged Model Arxiv:2203.05482 Base model:inflatebot/mn-12b-m... Base model:migtissera/tess-3-m... Base model:toastypigeon/nemo-b... Base model:toastypigeon/nemo-k... Conversational Dataset:toastypigeon/kimi-stor... Endpoints compatible Lora Mistral Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/ToastyPigeon/funny-nemo-embed-testing-3
Funny Nemo Embed Testing 3 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)
Funny Nemo Embed Testing 3 Parameters and Internals
| LLM Name | Funny Nemo Embed Testing 3 |
| Repository 🤗 | https://huggingface.co/ToastyPigeon/funny-nemo-embed-testing-3 |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 12b |
| Required VRAM | 24.5 GB |
| Updated | 2026-07-11 |
| Maintainer | ToastyPigeon |
| Model Type | mistral |
| Model Files | |
| Model Architecture | MistralForCausalLM |
| Context Length | 1024000 |
| Model Max Length | 1024000 |
| Transformers Version | 4.54.0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Vocabulary Size | 131072 |
| LoRA Model | Yes |
| Torch Data Type | bfloat16 |
Best Alternatives to Funny Nemo Embed Testing 3
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Riverfish Rocinante 12B SFT | 1000K / 49.4 GB | 166 | 1 |
| ...r Nemo 12B Instruct R 21 09 24 | 1000K / 24.5 GB | 398920 | 141 |
| MN 12B Mag Mell R1 | 1000K / 24.5 GB | 69558 | 238 |
| Riverfish Rocinante 12B | 1000K / 49.4 GB | 106 | 1 |
| Qliphoth 12B V1.2 | 1000K / 24.5 GB | 174 | 6 |
| MN 12B LucidFaun RP RU | 1000K / 24.5 GB | 1005 | 6 |
| Shining Gold Sakura 12B | 1000K / 24.5 GB | 52 | 2 |
| Captain Eris BMO Violent 12B | 1000K / 24.5 GB | 305 | 2 |
| Dans SakuraKaze V1.0.0 12B | 1000K / 24.5 GB | 7 | 21 |
| Qliphoth 12B V1.1 | 1000K / 24.5 GB | 22 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than ToastyPigeon/funny-nemo-embed-testing-3 .
Rank the Funny Nemo Embed Testing 3 Capabilities
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Original data from HuggingFace, Arena and various public git repos.
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Release v20260328a