# diabolic6045/Sanskrit-Qwen2.5-7B-chat

Model from Hugging Face for text generation: diabolic6045/Sanskrit-Qwen2.5-7B-chat · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/diabolic6045/Sanskrit-Qwen2.5-7B-chat
- Hosting: hosted (15 files)
- Files: 15 hosted of 16 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 15 files, 15.2 GB
- Full repo upstream: 15.2 GB
- Recommended file: 15.2 GB (4 files)
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/download-plan)
- Per-file SHA-256: available for 15 of 15 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 230
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for diabolic6045/Sanskrit-Qwen2.5-7B-chat. Task: text generation. Library: transformers. Languages: sa, en. Datasets referenced by card metadata: diabolic6045/Sanskrit-transliteration-chat-dataset. Base model: diabolic6045/Sanskrit-Qwen2.5-7B-base. Includes 7 model-card evaluation signals. Popularity signal at import: 9 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: diabolic6045/Sanskrit-Qwen2.5-7B-base
- Task categories: text-generation
- Languages: sa, en
- Referenced datasets: diabolic6045/Sanskrit-transliteration-chat-dataset
- Model-index entries: sanskrit-qwen2.5-7b-chat
- Evaluation signals: 7 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- Sanskrit Translation & Transliteration Test Set: Sanskrit to English Translation - Jaccard Similarity = 30.9 (text-generation)
- Sanskrit Translation & Transliteration Test Set: Sanskrit to English Translation - BLEU Score = 10.9 (text-generation)
- Sanskrit Translation & Transliteration Test Set: English to Sanskrit Translation - Jaccard Similarity = 10.3 (text-generation)
- Sanskrit Translation & Transliteration Test Set: English to Sanskrit Translation - BLEU Score = 4.1 (text-generation)
- Sanskrit Translation & Transliteration Test Set: Transliteration - Exact Match Accuracy = 29.1 (text-generation)
- Sanskrit Translation & Transliteration Test Set: Transliteration - Character Accuracy = 96.7 (text-generation)
- Sanskrit Translation & Transliteration Test Set: Success Rate = 100 (text-generation)

## Referenced Data

- Dataset: diabolic6045/Sanskrit-transliteration-chat-dataset

## File Hints

- .gitattributes (1.5 KB)
- README.md (15 KB)
- added_tokens.json (639 B)
- chat_template.jinja (2.4 KB)
- config.json (1.3 KB)
- generation_config.json (138 B)
- merges.txt (1.6 MB)
- model-00001-of-00004.safetensors (4.5 GB) LFS
- model-00002-of-00004.safetensors (4.6 GB) LFS
- model-00003-of-00004.safetensors (4.0 GB) LFS
- model-00004-of-00004.safetensors (1.0 GB) LFS
- model.safetensors.index.json (27 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-30T15:40:32.347Z.
- Open license detected as apache-2.0.
- Model-index metadata found for sanskrit-qwen2.5-7b-chat.
- Model card references dataset context: diabolic6045/Sanskrit-transliteration-chat-dataset.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-diabolic6045-sanskrit-qwen2-5-7b-chat/decentralized-fallbacks