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Sponsored by
APIMart
abenzerps / K2-Horizon-7B-MLX-8bit
Model's Last Updated: September 04 2026
text-generation
Introduction of K2-Horizon-7B-MLX-8bit
Model Details of K2-Horizon-7B-MLX-8bit
K2-Horizon-7B MLX — 8-bit
MLX 8-bit conversion of IFM/K2-Horizon-7B , a 7B dense decoder-only model for reasoning, coding, long-context work, and tool use. The source checkpoint supports a native context length of 524,288 tokens (512K) .
Benchmarks
Benchmark results reported by IFM for the original IFM/K2-Horizon-7B checkpoint.
Release
| Format | Quantization | Size |
|---|---|---|
| MLX safetensors (2 shards) | Affine 8-bit, group size 64 | 9.56 GB |
The included
model.py
loader preserves K2-Horizon's grouped RMSNorm. Use it with MLX-LM and
--trust-remote-code
. The model is text-only; no vision projector or MTP files are included.
Usage
pip install -U mlx-lm
mlx_lm.generate \
--model abenzerps/K2-Horizon-7B-MLX-8bit \
--trust-remote-code \
--prompt "Explain why reproducible builds matter." \
--max-tokens 256
Source
- Model: IFM/K2-Horizon-7B
-
Source revision:
2c9659a - License: Apache-2.0
- Checksums: SHA256SUMS.txt
Runs of abenzerps K2-Horizon-7B-MLX-8bit on huggingface.co
340
Total runs
45
24-hour runs
57
3-day runs
97
7-day runs
203
30-day runs
More Information About K2-Horizon-7B-MLX-8bit huggingface.co Model
Url of K2-Horizon-7B-MLX-8bit
K2-Horizon-7B-MLX-8bit huggingface.co Url
Provider of K2-Horizon-7B-MLX-8bit huggingface.co
Other API from abenzerps
Updated:September 02 2026
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