Btlm 7B Base V0.1 by CortexLM

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  Autotrain compatible   Bittensor   Conversational Dataset:tiiuae/falcon-refinedw...   Decentralization   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Subnet 9   Tensorflow

Btlm 7B Base V0.1 Benchmarks

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 V0.1 (CortexLM/btlm-7b-base-v0.1)

Btlm 7B Base V0.1 Parameters and Internals

Model Type 
pretrained, generative, text model
Use Cases 
Areas:
dialogue
Applications:
text generation
Primary Use Cases:
dialogue generation
Considerations:
This is a pretrained model, which should be further finetuned for most use cases.
Additional Notes 
Significant effort made to ensure effectiveness and safety.
Training Details 
Data Sources:
tiiuae/falcon-refinedweb
Training Time:
03-05-2024
LLM NameBtlm 7B Base V0.1
Repository ๐Ÿค—https://huggingface.co/CortexLM/btlm-7b-base-v0.1 
Model Size7b
Required VRAM13.8 GB
Updated2025-02-22
MaintainerCortexLM
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.40.2
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-v0.1.

Rank the Btlm 7B Base V0.1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227