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Mistral Ft Optimized 1227 by OpenPipe

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  Autotrain compatible Base model:finetune:intel/neur... Base model:intel/neural-chat-7...   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OpenPipe/mistral-ft-optimized-1227 

Mistral Ft Optimized 1227 Benchmarks

ARC: 67.24 vs 96.7 (so35)-30.5%
HellaSwag: 85.9 vs 95.3 (gpt4)-9.9%
MMLU: 65.17 vs 88.3 (so35)-26.2%
TruthfulQA: 54.51 vs 59 (gpt4)-7.6%
WinoGrande: 78.85 vs 87.5 (gpt4)-9.9%
GSM8K: 71.34 vs 96.4 (so35)-26%
LLME Score: 0.21235
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Ft Optimized 1227 (OpenPipe/mistral-ft-optimized-1227)

Mistral Ft Optimized 1227 Parameters and Internals

Additional Notes 
This model is intended to be a strong base suitable for downstream fine-tuning on a variety of tasks. Based on our internal evaluations, we believe it's one of the strongest models for most down-stream tasks.
LLM NameMistral Ft Optimized 1227
Repository 🤗https://huggingface.co/OpenPipe/mistral-ft-optimized-1227 
Base Model(s)  teknium/OpenHermes-2.5-Mistral-7B   Neural Chat 7B V3.3   MetaMath Mistral 7B   openchat/openchat-3.5-1210   teknium/OpenHermes-2.5-Mistral-7B   Intel/neural-chat-7b-v3-3   meta-math/MetaMath-Mistral-7B   openchat/openchat-3.5-1210
Model Size7b
Required VRAM14.4 GB
Updated2025-02-05
MaintainerOpenPipe
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Mistral Ft Optimized 1227

Model
Likes
Downloads
VRAM
Mistral Ft Optimized 1227 GGUF0622 GB
Mistral Ft Optimized 1227 GGUF142463 GB
Mistral Ft Optimized 1227 GPTQ2204 GB
Mistral Ft Optimized 1227 AWQ174 GB

Best Alternatives to Mistral Ft Optimized 1227

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB522710
MegaBeam Mistral 7B 512K512K / 14.4 GB655449
SpydazWeb AI HumanAI RP512K / 14.4 GB51
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB647215
Hebrew Mistral 7B 200K256K / 30 GB489915
Astral 256K 7B V2250K / 14.4 GB60
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than OpenPipe/mistral-ft-optimized-1227.

Rank the Mistral Ft Optimized 1227 Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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