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Starling LM 7B Beta 4bit by mlx-community

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Starling LM 7B Beta 4bit Benchmarks

LLME Score: 0.19872
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starling LM 7B Beta 4bit Parameters and Internals

LLM NameStarling LM 7B Beta 4bit
Repository 🤗https://huggingface.co/mlx-community/Starling-LM-7B-beta-4bit 
Base Model(s)  Starling LM 7B Beta   Nexusflow/Starling-LM-7B-beta
Model Size7b
Required VRAM4.3 GB
Updated2024-10-18
Maintainermlx-community
Model Typemistral
Model Files  4.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.38.0
Padding Token<|end_of_turn|>
Vocabulary Size32002
Torch Data Typebfloat16
Starling LM 7B Beta 4bit (mlx-community/Starling-LM-7B-beta-4bit)

Best Alternatives to Starling LM 7B Beta 4bit

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...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB2180922
...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB704310
...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB61
...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB51
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB7522914
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB3551
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB1351611
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1004531
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB61
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Starling-LM-7B-beta-4bit.

Rank the Starling LM 7B Beta 4bit Capabilities

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Release v2024072803
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