RedPajama INCITE Chat 7B V0.1 GGML by keldenl

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  Autotrain compatible Dataset:databricks/databricks-...   Dataset:openassistant/oasst1 Dataset:togethercomputer/redpa...   En   Endpoints compatible   Fp16   Ggml   Gpt neox   Pytorch   Q4   Quantized   Region:us

RedPajama INCITE Chat 7B V0.1 GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RedPajama INCITE Chat 7B V0.1 GGML (keldenl/RedPajama-INCITE-Chat-7B-v0.1-GGML)
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RedPajama INCITE Chat 7B V0.1 GGML Parameters and Internals

Model Type 
Language Model
Additional Notes 
To prompt the model, use the specified input format. The model does not perform well for tasks outside language modeling. Not recommended for critical applications.
Supported Languages 
en (English)
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T, OpenAssistant/oasst1, databricks/databricks-dolly-15k
Data Volume:
131M tokens
Methodology:
Fine-tuned on OASST1 and Dolly2
Hardware Used:
8 A100
Input Output 
Input Format:
[Instruction] :
Accepted Modalities:
text
Output Format:
text completion
LLM NameRedPajama INCITE Chat 7B V0.1 GGML
Repository ๐Ÿค—https://huggingface.co/keldenl/RedPajama-INCITE-Chat-7B-v0.1-GGML 
Model Size7b
Required VRAM4.3 GB
Updated2025-08-18
Maintainerkeldenl
Model Typegpt_neox
Model Files  4.3 GB   5.2 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typefp16|ggml|q4
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than keldenl/RedPajama-INCITE-Chat-7B-v0.1-GGML.

Rank the RedPajama INCITE Chat 7B V0.1 GGML 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 v20241124