Open-weight model
sp500-exec-classifier-qwen32b-gguf
by Daniel Albert daresearch/sp500-exec-classifier-qwen32b-gguf
sp500-exec-classifier-qwen32b-gguf is an open-weight model from Daniel Albert. It has 32,768-token context. Its published files total 19.9 GB.
This model was finetuned and converted to GGUF format using Unsloth. - Qwen2.5-32B-Instruct.Q4KM.gguf An Ollama Modelfile is included for easy deployment. This was trained 2x faster with Unsloth
Model Card
This model was finetuned and converted to GGUF format using Unsloth. - Qwen2.5-32B-Instruct.Q4KM.gguf An Ollama Modelfile is included for easy deployment. This was trained 2x faster with Unsloth
Excerpt from the card by Daniel Albert.
Configuration
- Architecture
- Qwen2ForCausalLM
- Context length (tokens)
- 32,768
- Layers
- 64
- Hidden size
- 5,120
- Feed-forward size
- 27,648
- Attention heads
- 40
- Key/value heads
- 8
- Vocabulary size
- 152,064
- Stored precision
- bfloat16
- Model type
- qwen2
Identity and Version
- Repository
- daresearch/sp500-exec-classifier-qwen32b-gguf
- Publisher
- Daniel Albert
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 7e6eb90d7a43bf25f8ac841fadd589cbaf61d3ef
- First published
- 2026-10-14
- Last updated
- 2026-10-15
Files and Weights
5 files, 19.9 GB in total. The weights are 1 file totalling 19.9 GB in gguf.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| Qwen2.5-32B-Instruct.Q4_K_M.gguf | Weights | 19.9 GB | 72792eb17e9d |
| config.json | Configuration | 2.2 KB | — |
| README.md | Documentation | 784 B | — |
| Modelfile | Other | 1.7 KB | — |
| .gitattributes | Repository | 1.6 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 19.9 GB
Released by Daniel Albert through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 19.9 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About sp500-exec-classifier-qwen32b-gguf
What is sp500-exec-classifier-qwen32b-gguf's context length?
32,768 tokens, from the maximum position embeddings in its published configuration.