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Buddhi 128K Chat 7B by aiplanet

 »  All LLMs  »  aiplanet  »  Buddhi 128K Chat 7B   URL Share it on

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  Autotrain compatible   Conversational   Custom code Dataset:aiplanet/buddhi-datase...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/aiplanet/buddhi-128k-chat-7b 

Buddhi 128K Chat 7B Benchmarks

ARC: 60.84 vs 96.7 (so35)-37.1%
HellaSwag: 84 vs 95.3 (gpt4)-11.9%
MMLU: 60.42 vs 88.3 (so35)-31.6%
TruthfulQA: 65.72 vs 59 (gpt4)11.4%
WinoGrande: 77.27 vs 87.5 (gpt4)-11.7%
GSM8K: 38.29 vs 96.4 (so35)-60.3%
LLME Score: 0.21395
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Buddhi 128K Chat 7B (aiplanet/buddhi-128k-chat-7b)

Buddhi 128K Chat 7B Parameters and Internals

Model Type 
text generation, chatbot
Use Cases 
Areas:
Research, Commercial applications
Applications:
Document summarization, Narrative generation, Question-answering
Primary Use Cases:
Chatbot interactions requiring extended context.
Supported Languages 
en (expert)
Training Details 
Data Sources:
aiplanet/buddhi-dataset
Methodology:
Fine-tuned on Mistral-7B Instruct using YaRN technique for extended context length.
Context Length:
128000
Model Architecture:
Features like Grouped-Query Attention and Byte-fallback BPE tokenizer with modifications for extended context.
Input Output 
Input Format:
Prompts surrounded by [INST] and [/INST] tokens.
Accepted Modalities:
text
Output Format:
Generated text following input prompts.
Performance Tips:
Optimize vLLM for smaller context lengths on systems with smaller VRAM.
LLM NameBuddhi 128K Chat 7B
Repository 🤗https://huggingface.co/aiplanet/buddhi-128k-chat-7b 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-21
Maintaineraiplanet
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 Length131072
Model Max Length131072
Transformers Version4.39.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than aiplanet/buddhi-128k-chat-7b.

Rank the Buddhi 128K Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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