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Prem 1B Chat by premai-io

 »  All LLMs  »  premai-io  »  Prem 1B Chat   URL Share it on

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  Merged Model   Autotrain compatible   Conversational Dataset:alexredna/oasst2 dpo p... Dataset:argilla/ultrafeedback-... Dataset:cerebras/slimpajama-62... Dataset:cognitivecomputations/...   Dataset:hkust-nlp/deita-10k-v0   Dataset:huggingfaceh4/capybara Dataset:huggingfaceh4/ultracha...   Dataset:intel/orca dpo pairs   Dataset:meta-math/metamathqa Dataset:open-orca/slimorca-ded...   Endpoints compatible   Instruct   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/premai-io/prem-1B-chat 

Prem 1B Chat Benchmarks

LLME Score: 0.197
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Prem 1B Chat (premai-io/prem-1B-chat)

Prem 1B Chat Parameters and Internals

Model Type 
SLM, RAG
Use Cases 
Areas:
commercial applications, research
Primary Use Cases:
conversational interactions, natural language generation
Limitations:
must not be used in violation of applicable laws
Considerations:
Developers must comply with the Prem-1B Community License and the Acceptable Use Policy.
Supported Languages 
English (Native)
Training Details 
Data Sources:
cerebras/SlimPajama-627B, HuggingFaceH4/ultrachat_200k, hkust-nlp/deita-10k-v0, Open-Orca/SlimOrca-Dedup, cognitivecomputations/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split, HuggingFaceH4/capybara, meta-math/MetaMathQA, argilla/ultrafeedback-binarized-preferences-cleaned, Intel/orca_dpo_pairs, alexredna/oasst2_dpo_pairs
Context Length:
8192
Hardware Used:
16-H100 GPUs
Model Architecture:
Llama
Input Output 
Accepted Modalities:
text
LLM NamePrem 1B Chat
Repository 🤗https://huggingface.co/premai-io/prem-1B-chat 
Merged ModelYes
Model Size1b
Required VRAM2.2 GB
Updated2024-12-21
Maintainerpremai-io
Model Typellama
Instruction-BasedYes
Model Files  2.2 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32004
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than premai-io/prem-1B-chat.

Rank the Prem 1B Chat 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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