Vortex2 is an open-source language model by Abhaykoul. Features: 8b LLM, VRAM: 4.4GB, Instruction-Based, HF Score: 55.7, LLM Explorer Score: 0.16, Arc: 50.7, HellaSwag: 76.7, MMLU: 47.1, TruthfulQA: 55.8, WinoGrande: 67.6, GSM8K: 36.5.
Arxiv:1910.09700 Adapter Base model:adapter:meta-llama/... Base model:meta-llama/meta-lla... Finetuned Instruct Lora Peft Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/Abhaykoul/vortex2
Vortex2 Benchmarks
ARC: 50.68 vs 96.7 (so35)-47.6%
HellaSwag: 76.72 vs 95.3 (gpt4)-19.5%
MMLU: 47.11 vs 88.3 (so35)-46.6%
TruthfulQA: 55.83 vs 59 (gpt4)-5.4%
WinoGrande: 67.64 vs 87.5 (gpt4)-22.7%
GSM8K: 36.47 vs 96.4 (so35)-62.2%
LLME Score: 0.1579
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)
Vortex2 Parameters and Internals
| LLM Name | Vortex2 |
| Repository 🤗 | https://huggingface.co/Abhaykoul/vortex2 |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 4.4 GB |
| Updated | 2024-07-26 |
| Maintainer | Abhaykoul |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|im_end|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|k_proj|o_proj|v_proj|gate_proj|up_proj|down_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Vortex2
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ... 3 8B Instruct Bvr Finetune V3 | 8K / 16.1 GB | 7 | 0 |
| Flippa V6 | 0K / 0 GB | 83 | 1 |
| ...B Instruct DPO 0R100L PoliTune | 0K / 16.1 GB | 6 | 0 |
| ...B Lora Rag Citation Generation | 0K / 0 GB | 10 | 4 |
| ...a 8B Rank 128 INSTRUCT Adapter | 0K / 0.7 GB | 18 | 1 |
| ...lama 3 1 8B Instruct Orca ORPO | 0K / 0.1 GB | 8 | 2 |
| Llama3 8B Instruct Code | 0K / 0.2 GB | 4 | 1 |
| ...Llama 3 8B Instruct ORPO QLoRA | 0K / 0.7 GB | 56 | 0 |
| Llama 3 8B Claudstruct V3 | 0K / 0.1 GB | 5 | 0 |
| Llama 3 8B Claudstruct V1 | 0K / 0.1 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Abhaykoul/vortex2 .
Rank the Vortex2 Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 53185 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a