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Ferret 7B by euclaise

 »  All LLMs  »  euclaise  »  Ferret 7B   URL Share it on

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  Autotrain compatible   Conversational Dataset:euclaise/mathoverflow-...   Dataset:euclaise/minicot   Dataset:euclaise/scicot   Dataset:euclaise/symtune mini   Dataset:euirim/goodwiki   Endpoints compatible   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/euclaise/Ferret_7B 

Ferret 7B Benchmarks

ARC: 62.29 vs 96.7 (so35)-35.6%
HellaSwag: 81.33 vs 95.3 (gpt4)-14.7%
MMLU: 60.09 vs 88.3 (so35)-31.9%
TruthfulQA: 39.94 vs 59 (gpt4)-32.3%
WinoGrande: 77.51 vs 87.5 (gpt4)-11.4%
GSM8K: 2.05 vs 96.4 (so35)-97.9%
LLME Score: 0.1526
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ferret 7B (euclaise/Ferret_7B)
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Ferret 7B Parameters and Internals

Model Type 
CoT reasoning, possibly instruct
Additional Notes 
It's intentionally undertrained and designed for further fine-tuning for a friendlier style. Current benchmarks omitted due to their ineffectiveness for instruct models.
Input Output 
Input Format:
ChatML prompt formatting
LLM NameFerret 7B
Repository 🤗https://huggingface.co/euclaise/Ferret_7B 
Model Size7b
Required VRAM14.4 GB
Updated2025-09-15
Maintainereuclaise
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Ferret 7B

Model
Likes
Downloads
VRAM
Ferret 7B GGUF71663 GB
Ferret 7B GPTQ244 GB
Ferret 7B AWQ144 GB

Best Alternatives to Ferret 7B

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB6718
MegaBeam Mistral 7B 512K512K / 14.4 GB901050
SpydazWeb AI HumanAI RP512K / 14.4 GB131
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB807616
Hebrew Mistral 7B 200K256K / 30 GB131215
Astral 256K 7B V2250K / 14.4 GB60
Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than euclaise/Ferret_7B.

Rank the Ferret 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20241124
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