# Charlie: Open-Weight Models and Datasets Source: https://savrn.com/model-publishers/mc7ever Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Models Model · Text generation ### [spark-darwin-17b-3way](https://savrn.com/models/spark-darwin-17b-3way) [Charlie](https://savrn.com/model-publishers/mc7ever) Darwin uniform-soup of 3 Spark2.5-1.7B donors (226/226 tensors verified). Agentic/tool-use + uncensored + multilingual blend. Distillation donor for the 4B program. Needs transformers==5.17.0 + trustremotecode=True. Open weights apache-2.0 1.7B parameters 1,048,576 tokens transformers [View model](https://savrn.com/models/spark-darwin-17b-3way) ## Datasets Dataset · Text generation ### [hf-training-corpus](https://savrn.com/datasets/hf-training-corpus) [Charlie](https://savrn.com/model-publishers/mc7ever) normalized and stored as per-dataset Parquet files under data/. video (bytes, capped) and tabular/timeseries (serialized to text). https://github.com/shadyuwugurl/hf-datasets-trees/blob/main/datasets.txt) - streaming=True reads via datasets.loaddataset; split fallback (train -> test -> validation -> first available) and per-row format auto-detect (dpo / video / vision / speech / chatml / sharegpt / alpaca / rawtext) - English filter (ASCII >= 60%) for text-only rows; media rows are always kept - Text truncated at 30k chars; images capped at 10MB (PNG), audio at 20MB (WAV), video at 25MB; 8 workers / 5 concurrent streams, background push every 6 min - Resume matches filenames already in… Publicly accessible other 1M