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alt.freeweights.mimo / MiMo-V2.6-Flash-RL
From: XiaomiMiMo <huggingface.co/XiaomiMiMo>Newsgroups: alt.freeweights.mimoSubject:

MiMo-V2.6-Flash-RL

Date: 2026-11-14Commit: f657ba2Signed: 2DC28CC7B26A283B ✓

Text generation model with 310.8B parameters. Safetensors weights, 178 GB in all. Published by XiaomiMiMo under MIT.

310.8B params178GBMiMo-V2.6-Flash-RLsafetensorspermissive
FactsParams310.8BSize178 GBFormatssafetensorsTasktext generationLicenseMITFrom sourcepermissive
$ fw get XiaomiMiMo/MiMo-V2.6-Flash-RL
# manifest sha256 85fe030178d0… · 178 GB · 90 files
$ fw verify ./MiMo-V2.6-Flash-RL XiaomiMiMo/MiMo-V2.6-Flash-RL
From sourceXiaomiMiMo/MiMo-V2.6-Flash-RLLast check: 2026-11-14 06:27 UTC
Runs withvLLMSGLangFine-tune withAxolotlTRLPEFTUnsloth
OverviewFilesUse itLicenseProvenance

Overview

Size
178 GB
Weights
178 GB (safetensors)
Parameters
310.8B
Formats
safetensors
Task
text generation
License
MIT (permissive)
Files
90, each with a sha256
Publisher
XiaomiMiMo
Added
2026-11-14
Section
alt.freeweights.mimo
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
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-14 06:27 UTCpassed

Files

90 files · 178 GBWeights 178 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 90 files with their sha256
FileSizesha256
.gitattributes1.70 KB8c89b7bfb5689d16573612bd4f6314097260ade01f546ab06bcf92beb40d055a
MiMo_V2_6_technical_report.pdf3.05 MBfb81e6e083801b3358f084ed6be953dc23b0d2e434690f4541d5eae03e01e7af
README.md11.6 KBa43703bf16d04a461b43ef650ea94132ded35f287d9b51196ec642982dc48b78
assets/architecture.png405 KBd288768e1771fec19b39ed7dbac4adcbbd2e490384d4ad3c58d259b0c6c6bdcc
audio_tokenizer/chat_template.jinja5.59 KBcf1a0a0e5cbc6a6a1b609f19f6db5483fddf978e6c8c8453ca2549bed02b7425
audio_tokenizer/config.json1.22 KBe0702adae37947e0c980c38bae58ffa0d48bd492d523afe814aa4d73f008c7d1
audio_tokenizer/generation_config.json149 B5e14358a9bd50424310fe2c5afabf6a131c3a9b452c9322f7d9ee6f9ff6b8ef9
audio_tokenizer/model.safetensors1.87 GB077033345d80eef3a315e8d394e0589667e80e4cdaba9bc5a7488410c6657265
audio_tokenizer/tokenizer_config.json6.06 KBac41378c3257a15e31d5afa7a8e3e6ca9c2ec6702adf7a93064f8dae384939df
chat_template.jinja3.87 KB853650bee57bf95020373e4c928bd5a4b41b9915adf964a77711d2b49a291887
config.json8.07 KB61bea4a0f7a0dd8969f8cae528761e26b697dd12ff63e98804c3f0945492e621
configuration_mimo_v2.py10.0 KB773062ac9850b908eb54751b3e4dbe00e653c0e80595599409e97d0c1af2ce3e
dflash/config.json1.24 KB3a65305bd8d9a8bef6ca46866567be1c56f0a867fc802f4749f1333a976590ef
dflash/dflash.py14.3 KBda5ab1738b954800950405131f1d1d97c3345f37e32676d511d3a25dfddd9d75
dflash/dflash_draft_model.safetensors2.94 GB94d9c02c17e0b469f88699e98424825ebe13a17f07eb3b86727b5e0c8143d287
dflash/mask_embedding.pt9.88 KBb35b379fe0497ffdc0d6407f502622237d9346e0d03f457ec574be60f6c2cee0
dflash/model.safetensors.index.json4.69 KBa951ae2b40c8ea394482e74dd1a35488e0fc3eb60b3359857daa60e7dfd849f0
generation_config.json195 Beecf00d9701921271c904a916c425ba6db61bcd190902e200d0a322bfd5572dd
merges.txt1.67 MB599bab54075088774b1733fde865d5bd747cbcc7a547c5bc12610e874e26f5e3
model.safetensors.index.json6.90 MB09d9b96a77ed9765fa4e02a6a45f92797702eef432da426efc6b45c1131b1812
model_mtp.safetensors1.19 GBf8f78a78a79e4ec9e42e02ff94790d2a0183995ae278ff521416baa25ae2f38c
model_pp0_ep0_shard0.safetensors13.4 GB88ff485461b925982205b2ffafd5696e4cc69b42bcbf05b00a3915cf17266120
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model_pp0_ep46_shard0.safetensors2.51 GB1c911acaf7416363d3858fc5ac30e477f3a1c6ec09c254b1d117cbe5e829942f
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modeling_mimo_v2.py85.5 KBa8c3cb3aae473bcc15f023010547c919f15eba6546e6ed7efb61a8937b12f3ad
preprocessor_config.json320 Bfbe073ccca943767c92ce3774f535dc8037e126f1594056f397ad3a4b1a1a7a4
tokenizer.json11.4 MBff15eb925890d6b71b5160de4b846fbd13178438ab463b38ecc953e8cd1dcb3e
tokenizer_config.json12.2 KB413a7845f52943ccf4de0e5c838414507d16c44dbf573da9e20bc8902b384d06
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910

Use it

$ fw get XiaomiMiMo/MiMo-V2.6-Flash-RL
# manifest sha256 85fe030178d0… · 178 GB · 90 files
$ fw verify ./MiMo-V2.6-Flash-RL XiaomiMiMo/MiMo-V2.6-Flash-RL
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/XiaomiMiMo/MiMo-V2.6-Flash-RL.json --dir ./MiMo-V2.6-Flash-RL $ python3 fw.py verify ./MiMo-V2.6-Flash-RL ./XiaomiMiMo__MiMo-V2.6-Flash-RL.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download XiaomiMiMo/MiMo-V2.6-Flash-RL --revision f657ba2f7d24c9adc5730675baaa2d34de878a49 --local-dir ./MiMo-V2.6-Flash-RL
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("XiaomiMiMo/MiMo-V2.6-Flash-RL", revision="f657ba2f7d24c9adc5730675baaa2d34de878a49") model = AutoModelForCausalLM.from_pretrained("XiaomiMiMo/MiMo-V2.6-Flash-RL", revision="f657ba2f7d24c9adc5730675baaa2d34de878a49", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve XiaomiMiMo/MiMo-V2.6-Flash-RL --revision f657ba2f7d24c9adc5730675baaa2d34de878a49
Run in Allternit Desktopcoming in Phase 1
Fine-tune in Freeweights Studiocoming in Phase 3

License

Name
MIT License
Id
MIT
Class
Permissive
Redistribution
yes
Text in
README.md
Text sha256
a43703bf16d04a461b43ef650ea94132ded35f287d9b51196ec642982dc48b78
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license list. A custom license passes only after a recorded human audit.

Provenance

From: XiaomiMiMo <huggingface.co/XiaomiMiMo>Newsgroups: alt.freeweights.mimoSubject: MiMo-V2.6-Flash-RLDate: 2026-11-14Commit: f657ba2Signed: 2DC28CC7B26A283B ✓
Upstream
XiaomiMiMo/MiMo-V2.6-Flash-RL
Pinned commit
f657ba2f7d24c9adc5730675baaa2d34de878a49
Manifest
MiMo-V2.6-Flash-RL.json · .minisig
Manifest sha256
85fe030178d0405d221e7d80d1c9a386f2e4674568c51cbf1a9a1e660a82cdbd
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-14 06:27 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/XiaomiMiMo/MiMo-V2.6-Flash-RL.json $ curl -O https://freeweights.allternit.com/manifests/XiaomiMiMo/MiMo-V2.6-Flash-RL.json.minisig $ minisign -Vm MiMo-V2.6-Flash-RL.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

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download XiaomiMiMo/MiMo-V2.6-Flash-RL
Run in Allternit Desktopcoming in Phase 1
Signed manifest
minisign, key 2DC28CC7B26A283B. MiMo-V2.6-Flash-RL.json. Provenance. Takedown history: none.
Source
huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-RL

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