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LFM Open License v1.0
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ShellCue LFM2.5 230M Alpha
This distribution contains a modified derivative of LiquidAI/LFM2.5-230M-Base, pinned at
revision 9d2be5519834990d30996f878b6771cccbd24f2c, provided by Liquid AI, Inc. under the LFM Open
License v1.0 included in LICENSE.
MODIFICATION NOTICE: The base model weights were changed by full fine-tuning for
local shell-command suffix completion. This distribution is not the unmodified
upstream model. No upstream NOTICE file was present at the pinned base revision.

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---
license: other
license_name: lfm-open-license-v1.0
license_link: LICENSE
base_model: LiquidAI/LFM2.5-230M-Base
base_model_revision: 9d2be5519834990d30996f878b6771cccbd24f2c
base_model_relation: finetune
library_name: transformers
pipeline_tag: text-generation
tags:
- shellcue
- shell
- autocomplete
- causal-lm
---
# ShellCue LFM2.5 230M Alpha
Development alpha with `DEV_GRADE_SUPPORT` for local shell-command suffix completion.
This snapshot is not product-accepted, trusted, final, or production-ready. It predicts a short suffix
from masked recent command context and a typed prefix; it does not execute commands.
## Runtime
Use ShellCue `>=0.1.0a1`. Download and install this model by an immutable Hugging
Face commit OID, then run `shellcue model verify <snapshot-directory>` before use.
The readable `v0.1.0a1` tag is a non-moving alias, not the trust anchor.
## Origin and license
This model is a full fine-tune of `LiquidAI/LFM2.5-230M-Base` at revision
`9d2be5519834990d30996f878b6771cccbd24f2c`. The weights are distributed under the LFM Open License
v1.0 in `LICENSE`, not the MIT license used by the separate ShellCue runtime code.
See `NOTICE` for the modification notice and attribution. The license includes a
commercial-use limitation; review its complete terms before use or redistribution.
## Limitations
- Development evidence does not establish quality or safety for every shell session.
- Suggestions require user review and may be incorrect, incomplete, or unsafe.
- No hosted inference, telemetry, or implicit network download is part of runtime use.
## Integrity
- `model.safetensors` SHA-256: `c4f7973c48eb04fa2e8013f0d03171fcfb4ee27c157dea31e96020b12b84fb53`
- Base revision: `9d2be5519834990d30996f878b6771cccbd24f2c`
- Release contract: `shellcue.model.v1` and `shellcue.inference.v1`

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"vocab_size": 65536
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{
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{
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