LiquidAI · observed 19 Oct 2026
Public-source support evidence
LiquidAI/LFM2.5-24B-A2B
No description recorded in this snapshot.
View source model ↗SUPPORT EVIDENCE
The model config architecture is listed in this runtime registry. This is family/architecture evidence only; exact checkpoint loading, model-specific configuration, hardware, and generation were not tested.
Checked 2026-10-19 02:17 UTC
Evidence source ↗In release. Fresh Ollama curated library tags page exposes this exact local model variant; catalog availability only, not hardware-tested support.
Checked 2026-10-19 10:01 UTC
Evidence source ↗Targeted public search of the lmstudio-community namespace produced no exact matching model with base_model metadata; absence is not evidence of runtime incompatibility.
Checked 2026-10-19 10:01 UTC
Checked source ↗Fresh exact base_model-tagged public repository contains weight files in a format used by mlx_lm. This establishes upload availability only; model compatibility and execution were not tested.
Checked 2026-10-19 10:01 UTC
Evidence source ↗The model config architecture is listed in this runtime registry. This is family/architecture evidence only; exact checkpoint loading, model-specific configuration, hardware, and generation were not tested.
Checked 2026-10-19 02:17 UTC
Evidence source ↗MLX community uploads may target mlx-vlm; an upload observation does not establish mlx-lm compatibility.
MEMORY ESTIMATES
Which file should I grab?
Q3_K_M · 11.6 GB observed ↗Observed artifact size plus 20% headroom and 1.5 GB runtime allowance. Fit is an estimate; compatibility, speed, context length and hardware have not been tested.
Which file should I grab?
Q5_K_M · 18.5 GB observed ↗Observed artifact size plus 20% headroom and 1.5 GB runtime allowance. Fit is an estimate; compatibility, speed, context length and hardware have not been tested.
Which file should I grab?
Q6_K · 21.2 GB observed ↗Observed artifact size plus 20% headroom and 1.5 GB runtime allowance. Fit is an estimate; compatibility, speed, context length and hardware have not been tested.
Which file should I grab?
Q8_0 · 25.5 GB observed ↗Observed artifact size plus 20% headroom and 1.5 GB runtime allowance. Fit is an estimate; compatibility, speed, context length and hardware have not been tested.
Observed artifact size plus 20% headroom and 1.5 GB runtime allowance. Fit is an estimate; it does not establish runtime compatibility, speed, context length, or hardware performance. Text-weights-only estimates do not include a projector or total vision memory where unknown.
OBSERVED FILES
Sizes and file groups come from the listed uploader repositories. A size is marked as an estimated fit only for a complete observed GGUF quant group.
| Uploader | Format & quant | Observed size | Estimated fit | Files |
|---|---|---|---|---|
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · BF16 | 48.0 GB | 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q8_0 | 25.5 GB | 128 GBEstimate only; requires the complete GGUF quant group. | 1 file
|
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-IQ2_M | 7.5 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-IQ2_XXS | 7.5 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-IQ3_XXS | 9.0 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-Q2_K_XL | 8.0 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-Q3_K_XL | 10.9 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-Q4_K_XL | 14.9 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-Q5_K_XL | 17.9 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| unslothunsloth/LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · UD-Q6_K_XL | 21.9 GB | 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ2_M | 8.8 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ2_S | 8.0 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ2_XS | 7.5 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ3_M | 12.6 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ3_XS | 10.9 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ3_XXS | 10.3 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ4_NL | 15.2 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · IQ4_XS | 13.4 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q2_K | 9.2 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q3_K_L | 12.2 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q3_K_M | 11.6 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q3_K_S | 11.0 GB | 16 GB, 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q4_0 | 13.6 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q4_1 | 15.1 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q4_K_L | 16.4 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q4_K_M | 15.4 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q4_K_S | 14.3 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q5_K_M | 18.5 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q5_K_S | 17.2 GB | 24 GB, 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q6_K | 21.2 GB | 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q6_K_L | 22.2 GB | 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q6_K_S | 20.2 GB | 32 GB, 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · Q8_0 | 25.5 GB | 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| bartowskibartowski/LiquidAI_LFM2.5-24B-A2B-GGUF ↗Observed 19 Oct 2026 | GGUF · BF16 | 48.0 GB | 128 GBEstimate only; requires the complete GGUF quant group. | 1 file |
| mlx-communitymlx-community/LFM2.5-24B-A2B-OptiQ-4bit ↗Observed 19 Oct 2026 | MLX · Quant unknown | Size unknown | UnknownUnknown: completeness or a complete GGUF quant group was not verified. | 4 files |
CURATED TRACKING
No curated issues verified for this snapshot. An empty list does not mean there are no bugs.
HARDWARE NOTES
No hardware benchmark measurements are available in this snapshot.