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Merlinite 7B by ibm

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  Arxiv:2403.01081   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   En   Endpoints compatible   Ibm   Lab   Labrador   Labradorite   Merlinite   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Merlinite 7B Benchmarks

MMLU Pro: 22.98
GPQA: 6.26
MUSR: 13.88
BBH: 29.98
IFEval: 24.99 vs 88 (so35)-71.6%
ARC: 63.65 vs 96.7 (so35)-34.2%
HellaSwag: 84.52 vs 95.3 (gpt4)-11.3%
MMLU: 64.91 vs 88.3 (so35)-26.5%
TruthfulQA: 50.15 vs 59 (gpt4)-15%
WinoGrande: 79.72 vs 87.5 (gpt4)-8.9%
GSM8K: 41.09 vs 96.4 (so35)-57.4%
MATH Lvl 5: 2.34
LLME Score: 0.32474
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Merlinite 7B Parameters and Internals

LLM NameMerlinite 7B
Repository 🤗https://huggingface.co/ibm/merlinite-7b 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-10-18
Maintaineribm
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 Length32768
Model Max Length32768
Transformers Version4.38.1
Tokenizer ClassLlamaTokenizer
Padding Token<|pad|>
Vocabulary Size32008
Torch Data Typebfloat16
Merlinite 7B (ibm/merlinite-7b)

Quantized Models of the Merlinite 7B

Model
Likes
Downloads
VRAM
Merlinite 7B GGUF53492 GB

Best Alternatives to Merlinite 7B

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Hebrew Mistral 7B 200K256K / 30 GB267715
Astral 256K 7B V2250K / 14.4 GB80
Astral 256K 7B250K / 14.4 GB80
Boptruth Agatha 7B128K / 14.4 GB6080
Buddhi 128K Chat 7B128K / 14.4 GB130115
Test001128K / 14.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than ibm/merlinite-7b.

Rank the Merlinite 7B Capabilities

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Instruction Following and Task Automation  
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Release v2024072803
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