# kingabzpro/Llama-3.2-3b-it-customer-support

Model from Hugging Face for text generation: kingabzpro/Llama-3.2-3b-it-customer-support · 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/kingabzpro/Llama-3.2-3b-it-customer-support
- Hosting: hosted (7 files)
- Files: 7 hosted of 10 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: 7 files, 114.6 MB
- Full repo upstream: 8.56 GB
- Recommended file: 2.01 GB (Q4_K_M) · unsloth.Q4_K_M.gguf
- Parameters: 3B
- Download: https://huggingbay.xyz/artifact/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/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: 23
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for kingabzpro/Llama-3.2-3b-it-customer-support. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: bitext/Bitext-customer-support-llm-chatbot-training-dataset. Base model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit. Popularity signal at import: 58 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit
- Task categories: text-generation
- Languages: en
- Referenced datasets: bitext/Bitext-customer-support-llm-chatbot-training-dataset
- File hints: 10 upstream file samples

## Referenced Data

- Dataset: bitext/Bitext-customer-support-llm-chatbot-training-dataset

## File Hints

- .gitattributes (1.6 KB)
- README.md (700 B)
- adapter_config.json (738 B)
- adapter_model.safetensors (93 MB) LFS
- config.json (29 B)
- special_tokens_map.json (454 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (53 KB)
- unsloth.F16.gguf (6.0 GB) LFS
- unsloth.Q4_K_M.gguf (1.9 GB) LFS

## 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 2026-09-04T17:00:14.357Z.
- Open license detected as apache-2.0.
- Model card references dataset context: bitext/Bitext-customer-support-llm-chatbot-training-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-kingabzpro-llama-3-2-3b-it-customer-support
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-kingabzpro-llama-3-2-3b-it-customer-support
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-kingabzpro-llama-3-2-3b-it-customer-support&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-kingabzpro-llama-3-2-3b-it-customer-support/decentralized-fallbacks