Autotrain compatible Base model:finetune:grimjim/ll... Base model:grimjim/llama-3.1-s... Conversational Dataset:anthracite-org/kalo-op... Dataset:anthracite-org/kalo op... Dataset:anthracite-org/nopm cl... Dataset:anthracite-org/stheno-... Dataset:epiculous/synthrp-gens... Dataset:epiculous/synthstruct-... Dataset:gryphe/sonnet3.5-charc... Dataset:pjmixers/hieunguyenmin... Endpoints compatible Generated from trainer Instruct Llama Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/Epiculous/NovaSpark
NovaSpark Benchmarks
MMLU Pro: 29.43
GPQA: 6.38
MUSR: 6.92
BBH: 29.53
IFEval: 64.08 vs 88 (so35)-27.2%
MATH Lvl 5: 15.03
LLME Score: 0.32658
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)
NovaSpark Parameters and Internals
| LLM Name | NovaSpark |
| Repository 🤗 | https://huggingface.co/Epiculous/NovaSpark |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 16.1 GB |
| Updated | 2024-12-22 |
| Maintainer | Epiculous |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.44.2 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to NovaSpark
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...a 3 8B Instruct Gradient 1048K | 1024K / 16.1 GB | 4850 | 678 |
| MrRoboto ProLong 8B V4b | 1024K / 16.1 GB | 94 | 0 |
| MrRoboto ProLong 8B V4c | 1024K / 16.1 GB | 79 | 0 |
| MrRoboto ProLong 8B V1a | 1024K / 16.1 GB | 107 | 0 |
| MrRoboto ProLong 8B V2a | 1024K / 16.1 GB | 101 | 0 |
| MrRoboto ProLong 8B V4f | 1024K / 16.1 GB | 38 | 0 |
| MrRoboto ProLong 8B V2f | 1024K / 16.1 GB | 73 | 0 |
| MrRoboto ProLong 8B V1l | 1024K / 16.1 GB | 67 | 0 |
| MrRoboto ProLong 8B V1f | 1024K / 16.1 GB | 63 | 0 |
| 8B Unaligned BASE V2b | 1024K / 16.1 GB | 93 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Epiculous/NovaSpark .
Rank the NovaSpark Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217