vclmax/nemo-12b-expansion-public-v1
TEXT GENERATIONConcurrency Cost:1Model Size:12BQuant:FP8Ctx Length:32kLicense:apache-2.0Architecture:Transformer Open Weights Warm
vclmax/nemo-12b-expansion-public-v1 is a 12 billion parameter MistralForCausalLM model, fine-tuned specifically for prompt expansion tasks. Built upon the Mistral-Nemo-Base-2407 architecture, this model operates with FP16 precision and supports a context length of 32768 tokens. Its primary strength lies in generating expanded and enriched prompts, making it suitable for applications requiring detailed text generation from concise inputs.
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Model Overview
vclmax/nemo-12b-expansion-public-v1 is a specialized 12 billion parameter language model designed for prompt expansion. It is built on the robust MistralForCausalLM architecture, specifically fine-tuned from the mistralai/Mistral-Nemo-Base-2407 base model.
Key Capabilities
- Prompt Expansion: The model's core function is to take a concise prompt and generate a more detailed, expanded version, enriching the input for further processing or creative applications.
- 12 Billion Parameters: Offers a significant capacity for understanding and generating complex text.
- FP16 Precision: Utilizes FP16 (half-precision floating-point) for efficient inference and reduced memory footprint.
- 32K Context Length: Supports a substantial context window of 32,768 tokens, allowing it to process and expand longer or more intricate initial prompts.
Good For
- Content Generation: Ideal for scenarios where a brief idea needs to be fleshed out into a more comprehensive text.
- Creative Writing Assistance: Can help writers expand short concepts or outlines into more detailed narratives or descriptions.
- Instruction Augmentation: Useful for transforming simple instructions into more elaborate and specific directives for other AI models or systems.