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Starling LM 7B Beta by Nexusflow

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  Arxiv:1909.08593   Autotrain compatible   Conversational   Dataset:berkeley-nest/nectar   En   Endpoints compatible   Mistral   Region:us   Reward model   Rlaif   Rlhf   Safetensors   Sharded   Tensorflow

Starling LM 7B Beta Benchmarks

LMSys ELO: 1119  vs  1158  (GPT-4) -3.4%
ARC: 67.24-30.2%
HellaSwag: 83.47-12.4%
MMLU: 65.14-24.7%
TruthfulQA: 55.47-6%
WinoGrande: 81.29-7.1%
GSM8K: 66.64-27.6%
nn.n% — How the model compares to the GPT-4.

Starling LM 7B Beta Parameters and Internals

LLM NameStarling LM 7B Beta
RepositoryOpen on 🤗 
Model Size7b
Required VRAM14.4 GB
Updated2024-07-27
MaintainerNexusflow
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<|end_of_turn|>
Vocabulary Size32002
Torch Data Typebfloat16
Starling LM 7B Beta (Nexusflow/Starling-LM-7B-beta)

Quantized Models of the Starling LM 7B Beta

Model
Likes
Downloads
VRAM
Starling LM 7B Beta GPTQ4234 GB
Starling LM 7B Beta 4bit3124 GB
Starling LM 7B Beta 8bit257 GB

Best Alternatives to Starling LM 7B Beta

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...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

Rank the Starling LM 7B Beta Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Release v2024072501
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