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Btlm 7B Base V0.2 by CortexLM

 »  All LLMs  »  CortexLM  »  Btlm 7B Base V0.2   URL Share it on

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  Autotrain compatible   Bittensor   Conversational Dataset:tiiuae/falcon-refinedw...   Decentralization   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Subnet 9   Tensorflow
Model Card on HF 🤗: https://huggingface.co/CortexLM/btlm-7b-base-v0.2 

Btlm 7B Base V0.2 Benchmarks

MMLU Pro: 15
GPQA: 0.45
MUSR: 5.54
BBH: 16.19
IFEval: 14.83 vs 88 (so35)-83.1%
MATH Lvl 5: 1.51
LLME Score: 0.21876
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Btlm 7B Base V0.2 (CortexLM/btlm-7b-base-v0.2)

Btlm 7B Base V0.2 Parameters and Internals

Model Type 
generative text model
Use Cases 
Primary Use Cases:
dialogue use cases (pretrained model, further fine-tuning recommended)
Limitations:
Pretrained model should be fine-tuned for specific use cases
Additional Notes 
This is a sophisticated large language model designed for a variety of applications, emphasizing effectiveness and safety standards in the decentralized open-source AI community.
Training Details 
Data Sources:
tiiuae/falcon-refinedweb
Methodology:
Pretrained generative text model optimized for dialogue use cases, decentralized training facilitated by Bittensor's subnet 9.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameBtlm 7B Base V0.2
Repository 🤗https://huggingface.co/CortexLM/btlm-7b-base-v0.2 
Model Size7b
Required VRAM13.8 GB
Updated2025-02-22
MaintainerCortexLM
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.9 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.41.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size100288
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than CortexLM/btlm-7b-base-v0.2.

Rank the Btlm 7B Base V0.2 Capabilities

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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 v20241227
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