From: <huggingface.co/unsloth> Newsgroups: alt.freeweights.textSubject: zephyr-sft-bnb-4bit Date: 2026-11-15Commit: 467eff1Signed: 2DC28CC7B26A283B ✓ Text generation model with 7.5B parameters. Safetensors weights, 4.13 GB in all. Published by unsloth under Apache-2.0.
7.5B params 4.13 GB zephyr-sft-bnb-4bit safetensors permissive Facts Params 7.5B Size 4.13 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get unsloth/zephyr-sft-bnb-4bit
# manifest sha256 05a007332855… · 4.13 GB · 9 files
$ fw verify ./zephyr-sft-bnb-4bit unsloth/zephyr-sft-bnb-4bitHosted (signed) unsloth/zephyr-sft-bnb-4bit Last check: 2026-11-15 03:29 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Works with
Runs with Ranked by fit to this model (safetensors), then by GitHub stars.
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Overview
Size 4.13 GB
Weights 4.13 GB (safetensors)
Parameters 7.5B
Formats safetensors
Task text generation
License Apache-2.0 (permissive)
Files 9, each with a sha256
Publisher unsloth
Added 2026-11-15
Section alt.freeweights.text Lineage
Original release from the publisher.
Where these bytes come from
Publisher at the pinned commit →You
Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.
Sources
Badge Host Last check Result huggingface.co 2026-11-15 03:29 UTC passed
Model card From the publisher at commit
467eff1 . Shown as plain text with links; images open at the publisher.
Files 9 files · 4.13 GB Weights 4.13 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 9 files with their sha256 File Size sha256 .gitattributes 1.52 KB 11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361 README.md 3.08 KB 0c3a4f0869bcac8362447980aea9bf875fbfe74fe9dc36eaf3577eb698b19973 config.json 1.19 KB 334800600c4d0bca10cdeac1d50f85693c931a1a5095a7c43cefc6b8302a8de4 generation_config.json 155 B 8d21133b5e3ddcb37596359878871a836bca27437d95ed66d3ef85b308e3728b model.safetensors 4.13 GB 1f80f0985000e65ed171d716ca44f0f0cb489e0dac33d086197d4ddc372c5e70 special_tokens_map.json 511 B 118c1e072780eb6630f0b3453f4872b7c2ff6fbb3f85557663c12a53568d903c tokenizer.json 1.80 MB bdc45dc7f18a5c55e0dcb36f4f187a7c429d6aaa1693a17d20422b85081642d9 tokenizer.model 493 KB dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055 tokenizer_config.json 1.54 KB 51b08a1cb8de5b6d59dae971332c8e8249b61dfea7258a41e588f7664e612e2a
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 467eff1ac1 pinned now 2026-11-15 03:29 UTC 9 files · 4.13 GB
Use it fw
$ fw get unsloth/zephyr-sft-bnb-4bit
# manifest sha256 05a007332855… · 4.13 GB · 9 files
$ fw verify ./zephyr-sft-bnb-4bit unsloth/zephyr-sft-bnb-4bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/zephyr-sft-bnb-4bit.json --dir ./zephyr-sft-bnb-4bit
$ python3 fw.py verify ./zephyr-sft-bnb-4bit ./unsloth__zephyr-sft-bnb-4bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download unsloth/zephyr-sft-bnb-4bit --revision 467eff1ac1c3395c130929bbe1f34a8194715e7c --local-dir ./zephyr-sft-bnb-4bittransformers Load the weights in Python.
import os
os.environ["HF_ENDPOINT" ] = "https://freeweights.allternit.com"
from transformers import AutoModelForCausalLM, AutoTokenizer
tok = AutoTokenizer.from_pretrained("unsloth/zephyr-sft-bnb-4bit", revision="467eff1ac1c3395c130929bbe1f34a8194715e7c")
model = AutoModelForCausalLM.from_pretrained("unsloth/zephyr-sft-bnb-4bit", revision="467eff1ac1c3395c130929bbe1f34a8194715e7c", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve unsloth/zephyr-sft-bnb-4bit --revision 467eff1ac1c3395c130929bbe1f34a8194715e7cLicense Name Apache License 2.0 Id Apache-2.0 Class Permissive Redistribution yes Listing Hosted (signed) Decided License as declared by the publisher. No person read it. 2026-11-15 Text in README.md Text sha256 0c3a4f0869bcac8362447980aea9bf875fbfe74fe9dc36eaf3577eb698b19973 Terms gate No extra terms beyond the license. Read the license text
Licenses are checked against the license table . A custom license passes only after a person reads it.
Provenance From: <huggingface.co/unsloth> Newsgroups: alt.freeweights.textSubject: zephyr-sft-bnb-4bit Date: 2026-11-15Commit: 467eff1Signed: 2DC28CC7B26A283B ✓ Upstream unsloth/zephyr-sft-bnb-4bit Pinned commit 467eff1ac1c3395c130929bbe1f34a8194715e7c Manifest zephyr-sft-bnb-4bit.json · .minisig Manifest sha256 05a007332855347306340e0f39b9b6f04b45521457a366a68e698069cdbe4374 Signature minisign, Ed25519, key 2DC28CC7B26A283B Created 2026-11-15 03:29 UTC Generator freeweights-manifest/0.1.0 Takedowns None. How to verify
$ curl -O https://freeweights.allternit.com/manifests/unsloth/zephyr-sft-bnb-4bit.json
$ curl -O https://freeweights.allternit.com/manifests/unsloth/zephyr-sft-bnb-4bit.json.minisig
$ minisign -Vm zephyr-sft-bnb-4bit.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq
$ shasum -a 256 <file> # compare with the Files tab A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download
Model tree No related models in this catalog. Nothing here lists this model as its parent, and it names no parent.
Get it
$ HF_ENDPOINT =https://freeweights.allternit.com hf download unsloth/zephyr-sft-bnb-4bitOpen in Freeweights Studio Pull, verify and run it in the Allternit app on Desktop, web or phone.
32.8B params 65.5 GB a2-rl-e2egit_large-50-32B safetensors permissive Facts Params 32.8B Size 65.5 GB Formats safetensors Task text generation License Apache-2.0 permissive flip From: laion <huggingface.co/laion> Subject: a2-rl-e2egit_large-50-32B 8.2B params 16.5 GB a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B safetensors permissive Facts Params 8.2B Size 16.5 GB Formats safetensors Task not tagged License MIT permissive flip From: laion <huggingface.co/laion> Subject: a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B 8.2B params 16.4 GB a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B safetensors permissive Facts Params 8.2B Size 16.4 GB Formats safetensors Task reinforcement learning License Apache-2.0 permissive flip From: laion <huggingface.co/laion> Subject: a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B 8.2B params 16.6 GB a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B safetensors permissive Facts Params 8.2B Size 16.6 GB Formats safetensors Task not tagged License Apache-2.0 permissive flip From: laion <huggingface.co/laion> Subject: a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B 8.2B params 16.6 GB a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B safetensors permissive Facts Params 8.2B Size 16.6 GB Formats safetensors Task not tagged License Apache-2.0 permissive flip From: laion <huggingface.co/laion> Subject: a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B 8.2B params 16.7 GB a3-rl-DCAgent_mix_h2_language_proportional-65-8B safetensors permissive Facts Params 8.2B Size 16.7 GB Formats safetensors Task not tagged License Apache-2.0 permissive flip From: laion <huggingface.co/laion> Subject: a3-rl-DCAgent_mix_h2_language_proportional-65-8B
unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.textSubject: 
