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m37labs-slm-forge

PyPIInfrastructure

PulseGate's liveness check found it on 28 Sep 2026; it is registered on PyPI and has been in the index since 28 Sep 2026. How this is checked

m37labs-slm-forge is an open-source Python package for building small language models on Mac computers. It provides agent-assisted data preparation, MLX fine-tuning, evaluation, and model export workflows for Apple Silicon.

Inferred · not functionally tested

Open SourceApache-2.0CLISelf-hosted
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Overview

6 features

Purpose: Building and fine-tuning small language models locally on Mac hardware without assembling the workflow manually.

Inferred · not functionally tested

Audience: developers and ML practitioners using Apple Silicon Macs

Inferred · not functionally tested

Functions: code_generation, agents

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

m37labs-slm-forge is a Fine-tuning & training project. Inferred · not functionally tested: It focuses on building and fine-tuning small language models locally on Mac hardware without assembling the workflow manually. Inferred · not functionally tested: m37labs-slm-forge is an open-source project aimed at developers and ML practitioners using Apple Silicon Macs. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: m37labs-slm-forge is available on the command line, and it can be self-hosted.

Behind m37labs-slm-forge is M37 Labs, and it first shipped in 2026. Inferred · not functionally tested: Key capabilities include agent-assisted workflows, data preparation, and MLX fine-tuning.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Agent-assisted workflows
  • Data preparation
  • MLX fine-tuning
  • LoRA training
  • Model evaluation
  • Model export

Topics: Inferred · not functionally tested

Tags
small-language-modelsmlx-fine-tuninglora-trainingapple-siliconmodel-evaluation
AI capabilities
TextCode
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

AI providers
local_oss
Runs on
CLISelf-hosted

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tier

Indexing history

3

What PulseGate has recorded for this listing

  1. Indexed1 Oct · 12:07 UTC
    m37labs-slm-forge seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed28 Sep · 19:02 UTC
    m37labs-slm-forge seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed28 Sep · 18:14 UTC
    m37labs-slm-forge seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about m37labs-slm-forge

What is m37labs-slm-forge?
Inferred · not functionally tested: M37labs-slm-forge focuses on building and fine-tuning small language models locally on Mac hardware without assembling the workflow manually. It is catalogued under Fine-tuning & training on PulseGate.
Who should use m37labs-slm-forge?
Inferred · not functionally tested: m37labs-slm-forge is an open-source project built for developers and ML practitioners using Apple Silicon Macs.
Is m37labs-slm-forge free?
Basis unknown · not verified: Yes — m37labs-slm-forge is open source under the Apache-2.0 license and free to use.
What platforms does m37labs-slm-forge run on?
Basis unknown · not verified: m37labs-slm-forge runs on the command line. It can also be self-hosted.
Is m37labs-slm-forge still active?
PulseGate's liveness check found it on 28 Sep 2026.
What are alternatives to m37labs-slm-forge?
Similar projects tracked by PulseGate include temaq-abliterated, heulistic, and taskdistill.temaq-abliteratedheulistictaskdistill
Who develops m37labs-slm-forge?
m37labs-slm-forge is developed by M37 Labs.
When did m37labs-slm-forge launch?
m37labs-slm-forge first shipped in 2026.

Also in Fine-tuning & training

Same category — not a similarity match