# GritLM/GritLM-7B-KTO

Model from Hugging Face for text generation: GritLM/GritLM-7B-KTO · 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/GritLM/GritLM-7B-KTO
- Hosting: hosted (9 files)
- Files: 9 hosted of 34 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: 9 files, 14.5 GB
- Full repo upstream: 86.9 GB
- Recommended file: 86.9 GB (BF16, 22 files)
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-gritlm-gritlm-7b-kto/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/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: 7897
- Stars: 4
- Card completeness: 93%

## Description

External Hugging Face catalog record for GritLM/GritLM-7B-KTO. Task: text generation. Library: transformers. Datasets referenced by card metadata: GritLM/tulu2. Popularity signal at import: 8,495 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Referenced datasets: GritLM/tulu2
- Paper ids: 2402.01306, 2402.09906
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: GritLM/tulu2
- Paper: 2402.01306
- Paper: 2402.09906

## File Hints

- .gitattributes (1.9 KB)
- README.md (1.4 KB)
- config.json (1000 B)
- generation_config.json (111 B)
- global_step3500/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt (6.7 GB) LFS
- global_step3500/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt (6.7 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 2026-09-21T22:12:34.071Z.
- Open license detected as apache-2.0.
- Model card references dataset context: GritLM/tulu2.
- 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-gritlm-gritlm-7b-kto
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-gritlm-gritlm-7b-kto
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-gritlm-gritlm-7b-kto&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-gritlm-gritlm-7b-kto/decentralized-fallbacks