Orca 2.0 Tau 1.8B by M4-ai

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  Autotrain compatible   Conversational   Dataset:camel-ai/biology   Dataset:camel-ai/chemistry   Dataset:camel-ai/math   Dataset:camel-ai/physics Dataset:jondurbin/airoboros-3....   Dataset:ldjnr/capybara   Dataset:m-a-p/code-feedback Dataset:maziyarpanahi/wizardlm... Dataset:microsoft/orca-math-wo...   Dataset:open-orca/slimorca   En   Endpoints compatible   Instruct   Model-index   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Orca 2.0 Tau 1.8B Benchmarks

Orca 2.0 Tau 1.8B Parameters and Internals

Model Type
text-generation
Use Cases
Applications:
General purpose assistant, question answering, chain-of-thought
Limitations:
users should be made aware of the risks, biases, and limitations
Additional NotesA DPO version of this will be released soon.
Supported Languages
English (NLP), Chinese (maybe)
Training Details
Data Sources:
Open-Orca/SlimOrca, m-a-p/Code-Feedback, MaziyarPanahi/WizardLM_evol_instruct_V2_196k, camel-ai/math, camel-ai/physics, camel-ai/biology, camel-ai/chemistry, LDJnr/Capybara, jondurbin/airoboros-3.2, microsoft/orca-math-word-problems-200k
Context Length:2048
Hardware Used:
8 Kaggle TPUs
Input Output
Input Format:ChatML prompt format
LLM NameOrca 2.0 Tau 1.8B
Repository ๐Ÿค—https://huggingface.co/M4-ai/Orca-2.0-Tau-1.8B 
Model Size1.8b
Required VRAM3.7 GB
Updated2024-11-09
MaintainerM4-ai
Model Typeqwen2
Instruction-BasedYes
Model Files  2.0 GB: 1-of-2   1.7 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Orca 2.0 Tau 1.8B (M4-ai/Orca-2.0-Tau-1.8B)

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110