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[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
[ { "from": "system", "value": "You are a function calling AI model. You are provided with function signatures within <tools> </tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.\n<tools>\n[{\"type\": \"function\"...
v28-glm
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Alexandria OSL train mix

Public training data used for Qwen3.8-9B-Alexandria (GGUF).

Text only — images/tables were not trained into the weights.

Provenance (important)

Book text was not downloaded from HathiTrust.

Layer Source
PDFs Internet Archive — ~1,119 items (ia_id in download log)
Page text pdftotext from those IA original.pdf files (~682k pages / ~1,117 books)
Extra mix BlendNet (Apache-2.0) ~10% by token estimate
Tool-use Hermes FC v28 (Apache-2.0)

HathiTrust is used as a finding-list / rights-check reference (slug→HTID HITL), not as the PDF/text download source. IA public / ia-public-* tags ≠ finished per-edition clearance.

IA item URL pattern: https://archive.org/details/{ia_id}

Contents

Path What
osl_cpt/cpt_hathi_blendnet.jsonl ~875k rows · ~3 GB — IA book page text + BlendNet (source: hathi label = OSL book pages from IA; blendnet = BlendNet)
hermes_fc_v28/ Hermes FC v28 trajectories + LICENSE
mix/ Upsample + pack indices + build_mix.py (Alexandria overnight recipe)

CPT book-text fields

id, source, purpose, shelf, slug, page, text

How to train

  1. CPT: stream osl_cpt/cpt_hathi_blendnet.jsonl (or filter source != blendnet for books only).
  2. Tool-use: hermes_fc_v28/train_v28.jsonl.
  3. Match Alexandria mix: see mix/.

License / attribution

  • Hermes FC v28 + BlendNet: Apache-2.0
  • Book pages: Internet Archive public items as logged; attribute IA ia_id / titles. Do not claim this is a HathiTrust redistribution.

Citation

Alexandria OSL train mix — IA-derived book text + BlendNet + Hermes FC v28. Companion to Qwen3.8-9B-Alexandria-GGUF.

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Models trained or fine-tuned on disinformant/alexandria-osl-train