# mradermacher/Logical-elyza-llama2-7b-fast-instruct-GGUF

Model from Hugging Face for llm: mradermacher/Logical-elyza-llama2-7b-fast-instruct-GGUF · transformers

## Facts

- Type: LLM
- Task: general
- 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/mradermacher/Logical-elyza-llama2-7b-fast-instruct-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 17 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: 1 file, 4.08 GB
- Full repo upstream: 68.4 GB
- Recommended file: 4.08 GB (Q4_K_M) · Logical-elyza-llama2-7b-fast-instruct.Q4_K_M.gguf
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/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: 517
- Stars: 1
- Card completeness: 95%

## Description

External Hugging Face catalog record for mradermacher/Logical-elyza-llama2-7b-fast-instruct-GGUF. Library: transformers. Languages: en. Datasets referenced by card metadata: Manual-Dataset-Creation-Project/Malum-130, sudy-super/CoTangent, llm-jp/oasst1-21k-ja, llm-jp/oasst2-33k-ja, Aratako/Rosebleu-1on1-Dialogues-RP, baobab-trees/wikipedia-human-retrieval-ja. Base model: Manual-Dataset-Creation-Project/Raicho-7B-v0.1. Popularity signal at import: 1,367 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: transformers
- Base model: Manual-Dataset-Creation-Project/Raicho-7B-v0.1
- Task categories: general
- Languages: en
- Referenced datasets: Manual-Dataset-Creation-Project/Malum-130, sudy-super/CoTangent, llm-jp/oasst1-21k-ja, llm-jp/oasst2-33k-ja, Aratako/Rosebleu-1on1-Dialogues-RP, baobab-trees/wikipedia-human-retrieval-ja, aixsatoshi/Longcontext-aozora-summary, aixsatoshi/Longcontext-aozora-instruction
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: Manual-Dataset-Creation-Project/Malum-130
- Dataset: sudy-super/CoTangent
- Dataset: llm-jp/oasst1-21k-ja
- Dataset: llm-jp/oasst2-33k-ja
- Dataset: Aratako/Rosebleu-1on1-Dialogues-RP
- Dataset: baobab-trees/wikipedia-human-retrieval-ja
- Dataset: aixsatoshi/Longcontext-aozora-summary
- Dataset: aixsatoshi/Longcontext-aozora-instruction
- Dataset: kunishou/amenokaku-code-instruct
- Dataset: HachiML/Evol-hh-rlhf-gen3-1k
- Dataset: minnade/chat-daily
- Dataset: HachiML/Hachi-Alpaca

## File Hints

- .gitattributes (2.7 KB)
- Logical-elyza-llama2-7b-fast-instruct.IQ3_M.gguf (2.9 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.IQ3_S.gguf (2.7 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.IQ3_XS.gguf (2.6 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.IQ4_XS.gguf (3.4 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q2_K.gguf (2.4 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q3_K_L.gguf (3.4 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q3_K_M.gguf (3.1 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q3_K_S.gguf (2.7 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q4_K_M.gguf (3.8 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q4_K_S.gguf (3.6 GB) LFS
- Logical-elyza-llama2-7b-fast-instruct.Q5_K_M.gguf (4.5 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 2026-09-03T21:49:43.929Z.
- Open license detected as apache-2.0.
- Model card references dataset context: Manual-Dataset-Creation-Project/Malum-130, sudy-super/CoTangent, llm-jp/oasst1-21k-ja, llm-jp/oasst2-33k-ja.
- 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-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-logical-elyza-llama2-7b-fast-instruct-gguf/decentralized-fallbacks