diff --git a/.gitattributes b/.gitattributes
index fb3691cb2e2844dcc477e138fed566b94d933ff2..b3b76a9138cb20b82fc243c1e642ff9d44536f79 100644
--- a/.gitattributes
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new file mode 100644
index 0000000000000000000000000000000000000000..05cd22fab9d7d0aaf9c71084b753a657c1bd0b1d
--- /dev/null
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@@ -0,0 +1,57 @@
+{
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+  "_model_id": "hf-internal-testing/tiny-random-GraniteForCausalLM",
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+}
\ No newline at end of file
diff --git a/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/llama/llamafactory/tiny-random-Llama-3/64a95378bbe80f0866b7.json b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/llama/llamafactory/tiny-random-Llama-3/64a95378bbe80f0866b7.json
new file mode 100644
index 0000000000000000000000000000000000000000..5afe3df8067138912824815390f524eb6e2d6bb1
--- /dev/null
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@@ -0,0 +1,61 @@
+{
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+}
\ No newline at end of file
diff --git a/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/llama4_text/tiny-random/llama-4/630c54595c4665964dea.json b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/llama4_text/tiny-random/llama-4/630c54595c4665964dea.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc61510b4d23ed15a39530df41225fe8fbff3a71
--- /dev/null
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@@ -0,0 +1,80 @@
+{
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+  "_model_id": "tiny-random/llama-4",
+  "_task": "text-generation",
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+  "intermediate_size_mlp": 128,
+  "layer_types": [
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+    "chunked_attention",
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+    "full_attention"
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+  "max_position_embeddings": 1048576,
+  "model_type": "llama4_text",
+  "moe_layers": [
+    1,
+    3
+  ],
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+    "checkpoint_id": "tiny-random/llama-4",
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+    "target": "trn1",
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+  "use_qk_norm": true,
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+}
\ No newline at end of file
diff --git a/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/mixtral/dacorvo/Mixtral-tiny/f0d9b6c4aadbf6ff1139.json b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/mixtral/dacorvo/Mixtral-tiny/f0d9b6c4aadbf6ff1139.json
new file mode 100644
index 0000000000000000000000000000000000000000..948775fd72fea03d34e103d116971fcd4ba06da1
--- /dev/null
+++ b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/mixtral/dacorvo/Mixtral-tiny/f0d9b6c4aadbf6ff1139.json
@@ -0,0 +1,57 @@
+{
+  "_entry_class": "SingleModelCacheEntry",
+  "_model_id": "dacorvo/Mixtral-tiny",
+  "_task": "text-generation",
+  "architectures": [
+    "MixtralForCausalLM"
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+  "max_position_embeddings": 1024,
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+  "neuron": {
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+    "checkpoint_id": "dacorvo/Mixtral-tiny",
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+    "max_batch_size": 1,
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+    "optimum_neuron_version": "0.4.1.dev0",
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+    "target": "trn1",
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+  "use_cache": true,
+  "vocab_size": 32000
+}
\ No newline at end of file
diff --git a/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/phi3/yujiepan/phi-4-tiny-random/e3ad5f9fbc90bf9db678.json b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/phi3/yujiepan/phi-4-tiny-random/e3ad5f9fbc90bf9db678.json
new file mode 100644
index 0000000000000000000000000000000000000000..be43f0060c6087e3965686c2855c8356143064ef
--- /dev/null
+++ b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/phi3/yujiepan/phi-4-tiny-random/e3ad5f9fbc90bf9db678.json
@@ -0,0 +1,58 @@
+{
+  "_entry_class": "SingleModelCacheEntry",
+  "_model_id": "yujiepan/phi-4-tiny-random",
+  "_task": "text-generation",
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
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+  "hidden_act": "silu",
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+  "max_position_embeddings": 16384,
+  "model_type": "phi3",
+  "neuron": {
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+    "capacity_factor": null,
+    "checkpoint_id": "yujiepan/phi-4-tiny-random",
+    "checkpoint_revision": "18a9a1168dc97ac6d128f811925670c275610f5a",
+    "continuous_batching": false,
+    "ep_degree": 1,
+    "fused_qkv": true,
+    "glu_mlp": true,
+    "local_ranks_size": 2,
+    "max_batch_size": 1,
+    "max_context_length": 1024,
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+    "n_active_tokens": 1024,
+    "neuronxcc_version": "2.21.18209.0+043b1bf7",
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+    "optimum_neuron_version": "0.4.1.dev0",
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+    "pp_degree": 1,
+    "sequence_length": 1024,
+    "speculation_length": 0,
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+    "target": "trn1",
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+  "original_max_position_embeddings": 16384,
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+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 250000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "use_cache": true,
+  "vocab_size": 100352
+}
\ No newline at end of file
diff --git a/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/qwen2/yujiepan/qwen2.5-128k-tiny-random/e6a38b2691d3af1df8f6.json b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/qwen2/yujiepan/qwen2.5-128k-tiny-random/e6a38b2691d3af1df8f6.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b3df3c8d550d459d762ccfc01a6e4c194e203d1
--- /dev/null
+++ b/neuronxcc-2.21.18209.0+043b1bf7/0_REGISTRY/0.4.1.dev0/qwen2/yujiepan/qwen2.5-128k-tiny-random/e6a38b2691d3af1df8f6.json
@@ -0,0 +1,63 @@
+{
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+  "_model_id": "yujiepan/qwen2.5-128k-tiny-random",
+  "_task": "text-generation",
+  "architectures": [
+    "Qwen2ForCausalLM"
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+  "layer_types": [
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+    "full_attention"
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+  "max_window_layers": 1,
+  "model_type": "qwen2",
+  "neuron": {
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+    "capacity_factor": null,
+    "checkpoint_id": "yujiepan/qwen2.5-128k-tiny-random",
+    "checkpoint_revision": "c8296d4ca3f87782876d2382fbb6481d1beb8ef0",
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+    "glu_mlp": true,
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+    "max_batch_size": 1,
+    "max_context_length": 1024,
+    "max_topk": 256,
+    "n_active_tokens": 1024,
+    "neuronxcc_version": "2.21.18209.0+043b1bf7",
+    "on_device_sampling": true,
+    "optimum_neuron_version": "0.4.1.dev0",
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+    "pp_degree": 1,
+    "sequence_length": 1024,
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+    "start_rank_id": 0,
+    "target": "trn1",
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