Merged Model Arxiv:2403.19522 Autotrain compatible Base model:finetune:liminerity... Base model:liminerity/m7-7b Endpoints compatible Mistral Region:us Safetensors Sharded Tensorflow
Zebrafish 7B Benchmarks
ARC: 73.12 vs 96.7 (so35)-24.4%
HellaSwag: 89.13 vs 95.3 (gpt4)-6.5%
MMLU: 64.36 vs 88.3 (so35)-27.1%
TruthfulQA: 77.92 vs 59 (gpt4)32.1%
WinoGrande: 84.93 vs 87.5 (gpt4)-2.9%
GSM8K: 69.9 vs 96.4 (so35)-27.5%
LLME Score: 0.20932
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)
Zebrafish 7B Parameters and Internals
| LLM Name | Zebrafish 7B |
| Repository 🤗 | https://huggingface.co/mlabonne/Zebrafish-7B |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 7b |
| Required VRAM | 14.5 GB |
| Updated | 2024-10-18 |
| Maintainer | mlabonne |
| Model Type | mistral |
| Model Files | |
| Model Architecture | MistralForCausalLM |
| License | cc-by-nc-4.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.38.2 |
| Tokenizer Class | LlamaTokenizer |
| Vocabulary Size | 32000 |
| Torch Data Type | bfloat16 |
Best Alternatives to Zebrafish 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...Nemo Instruct 2407 Abliterated | 1000K / 24.5 GB | 2175 | 6 |
| MegaBeam Mistral 7B 512K | 512K / 14.4 GB | 2526 | 41 |
| ...daz Web AI ChatML 512K Project | 512K / 14.5 GB | 12 | 0 |
| MegaBeam Mistral 7B 300K | 282K / 14.4 GB | 1061 | 15 |
| Hebrew Mistral 7B 200K | 256K / 30 GB | 2677 | 15 |
| Astral 256K 7B V2 | 250K / 14.4 GB | 8 | 0 |
| Astral 256K 7B | 250K / 14.4 GB | 8 | 0 |
| Boptruth Agatha 7B | 128K / 14.4 GB | 608 | 0 |
| Buddhi 128K Chat 7B | 128K / 14.4 GB | 1301 | 15 |
| Test001 | 128K / 14.5 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/Zebrafish-7B .
Rank the Zebrafish 7B 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? 36966 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803