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Open-weight model

alephllm-nano-beatrix-training

by AbstractPhila AbstractPhil/alephllm-nano-beatrix-training

alephllm-nano-beatrix-training is an open-weight model from AbstractPhila, released under Creative Commons Attribution-NonCommercial-ShareAlike 4.0. Its published files total 12.4 GB.

The training ground for the nano line of Beatrix: byte-level crafts under ten million parameters, trained from birth to find out what a craft that small can hold, how it holds it, and how fast it trains.

Parameters—
Context—
Weights12.3 GB
Licensecc-by-nc-sa-4.0
AccessOpen weights
Monthly Downloads—

Model Card

The training ground for the nano line of Beatrix: byte-level crafts under ten million parameters, trained from birth to find out what a craft that small can hold, how it holds it, and how fast it trains. The crafts, the trainer and the model code live in the library github.com/AbstractEyes/alephllm (package geolip.alephllm); the bed that drives them lives in github.com/AbstractEyes/geolip-nano-beatrix-trainer. This repository holds what training produces. It is the small sibling of alephllm-mini-beatrix-training, where the 237M and 257M teachers, Virgil (the splat) and Matelda (the softmax control), were trained. Every run trains one small craft: six blocks of width 256, eight heads, a bank…

Excerpt from the card by AbstractPhila, licensed cc-by-nc-sa-4.0.

Identity and Version

Repository
AbstractPhil/alephllm-nano-beatrix-training
Publisher
AbstractPhila
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
en
Revision
e3b6f5be76dea453080d167b373b6110f6771871
First published
2026-10-13
Last updated
2026-10-15

Files and Weights

1,048 files, 12.4 GB in total. The weights are 352 files totalling 12.3 GB in pt, safetensors.

Weights352 files · 12.3 GB
Configuration682 files · 15.6 MB
Documentation10 files · 101.7 KB
Other3 files · 377.4 KB
Repository1 file · 1.5 KB
Every file
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bed/weights/altdc-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration829 B —
bed/weights/altdc-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration829 B —
bed/weights/altdc-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration829 B —
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bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration829 B —
bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration829 B —
bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration829 B —
bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB4/config.jsonConfiguration829 B —
bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB5/config.jsonConfiguration829 B —
bed/weights/altdc-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration829 B —
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bed/weights/altdc-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration783 B —
bed/weights/altdc-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB4/config.jsonConfiguration783 B —
bed/weights/altdc-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB5/config.jsonConfiguration783 B —
bed/weights/altdc-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration783 B —
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bed/weights/altdc-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration829 B —
bed/weights/altdc-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration829 B —
bed/weights/altdc-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration829 B —
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bed/weights/castor-both_s1_L12000_ctx4096_frdyn_mat_mode_sz32-128-256-512_r4_n30_o0_askany/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-ma_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-ta_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-tv_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA1/config.jsonConfiguration753 B —
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bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sz32-128-256_r4_n30_o0_askany_p50/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sz32-128-256_r4_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-ma_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-ta_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-tv_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_asknested_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r4_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n30_o0_askany/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_asknested_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_cod_mode_sz32-128-256-512_r4_n30_o0_askany/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_ctx4096_frdyn_mat_mode_sz32-128-256-512_r4_n30_o0_askany/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-ma_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-ta_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-pollux-both-tv_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n30_o0_askany/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-ma_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-ta_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-pollux-both-tv_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration794 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_asknested_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s3_L12000_ctx4096_frdyn_mat_mode_sz32-128-256-512_r4_n30_o0_askany/config.jsonConfiguration794 B —
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bed/weights/castor-both_s3_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA1/config.jsonConfiguration767 B —
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bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB4/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB5/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration767 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sized_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s3_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
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bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration767 B —
bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration767 B —
bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration767 B —
bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sized_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sized_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/castor-both_s4_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration753 B —
bed/weights/d4s2-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA1/config.jsonConfiguration817 B —
bed/weights/d4s2-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA2/config.jsonConfiguration832 B —
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bed/weights/pollux-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-castor-both-sa_stA1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-castor-both-sv_stA1/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s1_L4000_K128D64c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_K128D64c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration769 B —
bed/weights/pollux-both_s1_L4000_K128D64c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_K128D64c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration769 B —
bed/weights/pollux-both_s1_L4000_K64D32c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_K64D32c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_K64D32c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_K64D32c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-ma_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-sa_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-sv_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r4_n30_o0_askany_p75_stanneal1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration813 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration813 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_asknested_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s1_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L12000_K128D64c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration769 B —
bed/weights/pollux-both_s2_L12000_K64D32c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_asknested_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L12000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-castor-both-ma_stA1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-castor-both-sa_stA1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_pair-castor-both-sv_stA1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n60_o30_askany_p75_stA1/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n30_o0_askany_p75/config.jsonConfiguration813 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_asknested_p75/config.jsonConfiguration813 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration813 B —
bed/weights/pollux-both_s2_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_K128D64c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_K128D64c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration769 B —
bed/weights/pollux-both_s2_L4000_K128D64c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_K128D64c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration769 B —
bed/weights/pollux-both_s2_L4000_K64D32c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_K64D32c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_K64D32c1_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_K64D32c1_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-ma_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-sa_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_pair-castor-both-sv_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB1/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB2/config.jsonConfiguration768 B —
bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB3/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r16_n60_o30_askany_p75_stB5/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512-1024_r16_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s2_L4000_ctx4096_frdyn_cap_mode_sz32-128-256-512_r4_n60_o30_askoverlap_p75_from_L12000_frdyn_cap_mode_sz32-128-256_r4_n60_o30_askoverlap_p75/config.jsonConfiguration768 B —
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bed/weights/pollux-both_s3_L4000_ctx4096_frdyn_cap_mode_sized_sl32_sz32-128-256-512-1024_r8_n30_o0_askany_p75_from_L12000_frdyn_cap_mode_sized_sl32_sz32-128-256_r8_n30_o0_askany_p75/config.jsonConfiguration768 B —
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License and Download

License
cc-by-nc-sa-4.0
Access
Open weights, no gate
Download size
12.3 GB
Download from AbstractPhila

Released by AbstractPhila through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published12.3 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About alephllm-nano-beatrix-training

Can I use alephllm-nano-beatrix-training commercially?

Not without separate permission. alephllm-nano-beatrix-training is released under Creative Commons Attribution-NonCommercial-ShareAlike 4.0. CC BY-NC-SA 4.0 permits non-commercial sharing and adapting with credit, and requires adaptations to use the same license. Commercial use needs separate permission.