Hosted Reasoning & Math Model File Inventory

Skip to main contentHugging Bay

Hugging Bay-hosted reasoning & math files with SHA-256 hashes and signed manifests. Canonical URL: https://huggingbay.xyz/answers/verified-downloads-reasoning-math.

Hosted Reasoning & Math Model File Inventory is a citation-ready Hugging Bay answer pack backed by live catalog rows. Representative rows: MaziyarPanahi/mathstral-7B-v0.1-GGUF, MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF, mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF, Qwen/Qwen2.5-Math-PRM-7B, LLMSafety/Qwen2.5-Math-7B-4bit. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/verified-downloads-reasoning-math.

Question: Where can I inspect hosted reasoning & math model files with recorded hashes?

Hugging Bay-hosted reasoning & math files with SHA-256 hashes and signed manifests.

Answer pack JSON Citation pack License guide

MaziyarPanahi/mathstral-7B-v0.1-GGUF: Model from Hugging Face for text generation: MaziyarPanahi/mathstral-7B-v0.1-GGUF · transformers
MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF: Model from Hugging Face for text generation: MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF · unknown
mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF: Model from Hugging Face for llm: mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF · transformers
Qwen/Qwen2.5-Math-PRM-7B: Model from Hugging Face for text classification: Qwen/Qwen2.5-Math-PRM-7B · transformers
LLMSafety/Qwen2.5-Math-7B-4bit: Model from Hugging Face for text generation: LLMSafety/Qwen2.5-Math-7B-4bit · transformers
AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF · gguf
AnkitAI/Parable-Qwen3-4B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Qwen3-4B-Claude-Fable-5-GGUF · llama.cpp
AnkitAI/Parable-Granite-4.1-3B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Granite-4.1-3B-Claude-Fable-5-GGUF · gguf
AnkitAI/Parable-Granite-4.1-8B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Granite-4.1-8B-Claude-Fable-5-GGUF · gguf
empero-ai/Qwen3.8-9B-Distill-GGUF: Model from Hugging Face for text generation: empero-ai/Qwen3.8-9B-Distill-GGUF · gguf
empero-ai/Qwen3.8-2B-Distill-GGUF: Model from Hugging Face for text generation: empero-ai/Qwen3.8-2B-Distill-GGUF · gguf
docling-project/CodeFormulaV2: Model from Hugging Face for llm: docling-project/CodeFormulaV2 · unknown

Inspect Hosted LLM Weight Files
Open LLM File Inventory With Hashes
Verify Model Downloads With SHA-256
Legal Open AI Model Mirror

Open interactive answer pack

Updated 2026-09-23 from the live catalog.

Cite this page

https://huggingbay.xyz/answers/verified-downloads-reasoning-math

Hosted Reasoning & Math Model File Inventory. Hugging Bay. https://huggingbay.xyz/answers/verified-downloads-reasoning-math

Public files only. Gated and restricted sources stay gated.