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OGNO 7B by paulml

 »  All LLMs  »  paulml  »  OGNO 7B   URL Share it on

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  Merged Model   Autotrain compatible Base model:eren23/dpo-binarize... Base model:liminerity/omningot...   Endpoints compatible Eren23/dpo-binarized-neutrixom...   Liminerity/omningotex-7b-slerp   Mistral   Region:us   Safetensors   Sharded   Tensorflow

OGNO 7B Benchmarks

ARC: 73.12-24.1%
HellaSwag: 89-6.6%
MMLU: 64.59-25.3%
TruthfulQA: 76.5229.7%
WinoGrande: 84.69-3.2%
GSM8K: 70.13-23.8%
nn.n% — How the model compares to the GPT-4.

OGNO 7B Parameters and Internals

LLM NameOGNO 7B
RepositoryOpen on 🤗 
Base Model(s)  Omningotex 7B Slerp   DPO Binarized NeutrixOmnibe 7B   liminerity/Omningotex-7b-slerp   eren23/dpo-binarized-NeutrixOmnibe-7B
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-07-27
Maintainerpaulml
Model Typemistral
Model Files  2.0 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   2.0 GB: 4-of-8   1.9 GB: 5-of-8   1.9 GB: 6-of-8   1.9 GB: 7-of-8   0.8 GB: 8-of-8
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
OGNO 7B (paulml/OGNO-7B)

Quantized Models of the OGNO 7B

Model
Likes
Downloads
VRAM
OGNO 7B GGUF21472 GB

Best Alternatives to OGNO 7B

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
MegaBeam Mistral 7B 300K0.3282K / 14.4 GB205715
Hebrew Mistral 7B 200K0.3256K / 30 GB209115
Astral 256K 7B V20.2250K / 14.4 GB2390
Astral 256K 7B0.2250K / 14.4 GB2330
Buddhi 128K Chat 7B0.3128K / 14.4 GB61214
LuminRP 7B 128K V0.20.3128K / 14.4 GB2610
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2360
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
LuminRP 7B 128K V0.50.2128K / 14.5 GB91
LuminRP 7B 128K V0.40.2128K / 14.4 GB121
Note: green Score (e.g. "73.2") means that the model is better than paulml/OGNO-7B.

Rank the OGNO 7B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501
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