GraySoft
Download guIDE →
Model Comparison

casual-autopsy/snowflake-arctic-embed-l-v2.0-ggufvsunsloth/gemma-4-31b-it-gguf

Side-by-side comparison of casual-autopsy/snowflake-arctic-embed-l-v2.0-gguf and unsloth/gemma-4-31b-it-gguf: downloads, license, context length, tasks, and benchmarks.

casual-autopsy/snowflake-arctic-embed-l-v2.0-gguf

Casual-Autopsy · sentence-similarity

model_name = 'Snowflake/snowflake-arctic-embed-l-v2.0' model = SentenceTransformer(model_name) # Define the queries and documents queries = ['what is snowflake?', 'Where can I get the best tacos?'] documents = ['The Data Cloud!', 'Mexico City of Course!'] # Compute embeddings: u…

unsloth/gemma-4-31b-it-gguf

unsloth · image-text-to-text

processor = AutoProcessor.from_pretrained(MODEL_ID) model = AutoModelForCausalLM.from_pretrained( MODEL_ID, dtype="auto", device_map="auto" ) `` Once the model is loaded, you can start generating output: `python # Prompt messages = [ {"role": "system", "content": "You are a help…

Side-by-side Specifications

casual-autopsy/snowflake-arctic-embed-l-v2.0-ggufunsloth/gemma-4-31b-it-gguf
AuthorCasual-Autopsyunsloth
Pipeline Tasksentence-similarityimage-text-to-text
Librarysentence-transformers—
Downloads22,0001,362,626
Likes13325
LicenseUnknownUnknown
Context Length——
Created2025-02-062026-04-01
Last Modified2025-02-062026-04-11
Tags
sentence-transformersggufxlm-robertamtebarcticsnowflake-arctic-embedtext-embeddings-inferencesentence-similarityafar
ggufgemma4unslothgemmagoogleimage-text-to-textbase_model:google/gemma-4-31B-itbase_model:quantized:google/gemma-4-31B-itlicense:apache-2.0endpoints_compatible

View full details: casual-autopsy/snowflake-arctic-embed-l-v2.0-gguf · unsloth/gemma-4-31b-it-gguf