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agentkernel-lite-100m-bitnet

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agentkernel-lite
bitnet
webgpu
encoder-decoder
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PeytonT commited on
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1 Parent(s): 105c297

Update AgentKernel Lite BitNet browser bundle with custom-token tokenizer

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  1. README.md +4 -4
  2. agentkernel_lite_browser_bitnet_export.json +9 -8
  3. dense/dec_embed_weight.f32.bin +1 -1
  4. dense/dec_norm_bias.f32.bin +1 -1
  5. dense/dec_norm_weight.f32.bin +1 -1
  6. dense/decoder_0_cross_block_n1_weight.f32.bin +1 -1
  7. dense/decoder_0_cross_block_n2_weight.f32.bin +1 -1
  8. dense/decoder_0_self_attn_block_n1_weight.f32.bin +1 -1
  9. dense/decoder_0_self_attn_block_n2_weight.f32.bin +1 -1
  10. dense/decoder_1_cross_block_n1_weight.f32.bin +1 -1
  11. dense/decoder_1_cross_block_n2_weight.f32.bin +1 -1
  12. dense/decoder_1_self_attn_block_n1_weight.f32.bin +1 -1
  13. dense/decoder_1_self_attn_block_n2_weight.f32.bin +1 -1
  14. dense/decoder_2_cross_block_n1_weight.f32.bin +1 -1
  15. dense/decoder_2_cross_block_n2_weight.f32.bin +1 -1
  16. dense/decoder_2_self_attn_block_n1_weight.f32.bin +1 -1
  17. dense/decoder_2_self_attn_block_n2_weight.f32.bin +1 -1
  18. dense/decoder_3_cross_block_n1_weight.f32.bin +1 -1
  19. dense/decoder_3_cross_block_n2_weight.f32.bin +1 -1
  20. dense/decoder_3_self_attn_block_n1_weight.f32.bin +1 -1
  21. dense/decoder_3_self_attn_block_n2_weight.f32.bin +1 -1
  22. dense/decoder_4_cross_block_n1_weight.f32.bin +1 -1
  23. dense/decoder_4_cross_block_n2_weight.f32.bin +1 -1
  24. dense/decoder_4_self_attn_block_n1_weight.f32.bin +1 -1
  25. dense/decoder_4_self_attn_block_n2_weight.f32.bin +1 -1
  26. dense/decoder_5_cross_block_n1_weight.f32.bin +1 -1
  27. dense/decoder_5_cross_block_n2_weight.f32.bin +1 -1
  28. dense/decoder_5_self_attn_block_n1_weight.f32.bin +1 -1
  29. dense/decoder_5_self_attn_block_n2_weight.f32.bin +1 -1
  30. dense/enc_embed_weight.f32.bin +1 -1
  31. dense/enc_norm_bias.f32.bin +1 -1
  32. dense/enc_norm_weight.f32.bin +1 -1
  33. dense/enc_pos_embed_weight.f32.bin +3 -0
  34. dense/encoder_0_n1_weight.f32.bin +1 -1
  35. dense/encoder_0_n2_weight.f32.bin +1 -1
  36. dense/encoder_1_n1_weight.f32.bin +1 -1
  37. dense/encoder_1_n2_weight.f32.bin +1 -1
  38. dense/encoder_2_n1_weight.f32.bin +1 -1
  39. dense/encoder_2_n2_weight.f32.bin +1 -1
  40. dense/encoder_3_n1_weight.f32.bin +1 -1
  41. dense/encoder_3_n2_weight.f32.bin +1 -1
  42. dense/encoder_4_n1_weight.f32.bin +1 -1
  43. dense/encoder_4_n2_weight.f32.bin +1 -1
  44. dense/encoder_5_n1_weight.f32.bin +1 -1
  45. dense/encoder_5_n2_weight.f32.bin +1 -1
  46. layers/decoder_0_cross_block_cross_w_k.packed_weight.u8.bin +1 -1
  47. layers/decoder_0_cross_block_cross_w_k.scale_values.f32.bin +1 -1
  48. layers/decoder_0_cross_block_cross_w_o.packed_weight.u8.bin +1 -1
  49. layers/decoder_0_cross_block_cross_w_o.scale_values.f32.bin +1 -1
  50. layers/decoder_0_cross_block_cross_w_q.packed_weight.u8.bin +1 -1
README.md CHANGED
@@ -11,9 +11,9 @@ tags:
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  Self-contained browser BitNet export for the AgentKernel Lite chat model.
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- - Source bundle: `/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000`
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- - Parameters before BitNet packing: `110885888`
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- - Final eval loss: `1.6545211980098127`
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  - Browser entrypoint: `manifest.json`
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  - Runtime: Model Stack browser BitNet WebGPU encoder-decoder with packed BitNet WASM fallback
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  - Tokenizer: AgentKernel byte-level BPE attached under `tokenizer/`
@@ -21,7 +21,7 @@ Self-contained browser BitNet export for the AgentKernel Lite chat model.
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  Web app route after uploading this directory to Hugging Face:
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  ```text
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- ?modelStackManifest=https://huggingface.co/PeytonT/agentkernel-lite-100m-bitnet/resolve/main/manifest.json
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  ```
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  Serving notes: WebGPU is used when available; Safari or other no-WebGPU browsers use the packed BitNet WASM fallback. Large model files are fetched by the browser and cached by the app.
 
11
 
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  Self-contained browser BitNet export for the AgentKernel Lite chat model.
13
 
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+ - Source bundle: `/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500`
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+ - Parameters before BitNet packing: `113507328`
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+ - Final eval loss: `0.9985759307940801`
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  - Browser entrypoint: `manifest.json`
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  - Runtime: Model Stack browser BitNet WebGPU encoder-decoder with packed BitNet WASM fallback
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  - Tokenizer: AgentKernel byte-level BPE attached under `tokenizer/`
 
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  Web app route after uploading this directory to Hugging Face:
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  ```text
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+ ?modelStackManifest=https://huggingface.co/<org>/<repo>/resolve/main/manifest.json
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  ```
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  Serving notes: WebGPU is used when available; Safari or other no-WebGPU browsers use the packed BitNet WASM fallback. Large model files are fetched by the browser and cached by the app.
agentkernel_lite_browser_bitnet_export.json CHANGED
@@ -1,10 +1,10 @@
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  {
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  "artifact_kind": "agentkernel_lite_browser_bitnet_export",
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- "dense_tensor_count": 42,
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- "device": "cpu",
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  "format": "model-stack-browser-bitnet",
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  "layer_count": 109,
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- "manifest_path": "/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000/browser_bitnet/manifest.json",
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  "max_seq_len": 1024,
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  "model": {
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  "activation": "silu",
@@ -14,6 +14,7 @@
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  "d_ff": 2048,
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  "d_model": 640,
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  "dtype": "bfloat16",
 
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  "head_dim": null,
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  "kv_cache_paged": true,
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  "masking": "build_causal_mask",
@@ -38,7 +39,7 @@
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  "version": 1,
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  "vocab_size": 8207
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  },
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- "output_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000/browser_bitnet",
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  "quantization": {
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  "activation_quant": "none",
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  "modules": [
@@ -157,10 +158,10 @@
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  "spin": false,
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  "weight_opt": "none"
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  },
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- "size_bytes": 69709811,
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- "source_bundle_manifest_path": "/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000/agentkernel_lite_encdec_manifest.json",
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- "source_model_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000/model",
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- "source_tokenizer_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/chatfirst_retrieval_special_compact_100m_from16000_train_17000/tokenizer",
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  "tokenizer": {
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  "bos_token_id": 1,
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  "config_path": "tokenizer/tokenizer_config.json",
 
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  {
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  "artifact_kind": "agentkernel_lite_browser_bitnet_export",
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+ "dense_tensor_count": 43,
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+ "device": "cuda:1",
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  "format": "model-stack-browser-bitnet",
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  "layer_count": 109,
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+ "manifest_path": "/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500/browser_bitnet/manifest.json",
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  "max_seq_len": 1024,
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  "model": {
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  "activation": "silu",
 
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  "d_ff": 2048,
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  "d_model": 640,
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  "dtype": "bfloat16",
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+ "encoder_position_embeddings": true,
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  "head_dim": null,
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  "kv_cache_paged": true,
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  "masking": "build_causal_mask",
 
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  "version": 1,
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  "vocab_size": 8207
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  },
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+ "output_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500/browser_bitnet",
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  "quantization": {
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  "activation_quant": "none",
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  "modules": [
 
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+ "source_bundle_manifest_path": "/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500/agentkernel_lite_encdec_manifest.json",
163
+ "source_model_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500/model",
164
+ "source_tokenizer_dir": "/data/agentkernel/artifacts/agentkernel_lite_encdec/decoder_repair_respond_clean_from_freezeemb_retrieval2000_train_01500/tokenizer",
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  "tokenizer": {
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  "bos_token_id": 1,
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